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Dacheng Tao

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affiliation: Nanyang Technological University, Singapore
affiliation: University of Sydney, UBTECH Sydney Artificial Intelligence Centre, Darlington, Australia
affiliation: University of Technology Sydney, Faculty of Engineering and Information Technology, Sydney, Australia

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2024
[j705]
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Danuta Rutkowska, Piotr Duda, Jinde Cao, Maciej Jaworski, Marek Kisiel-Dorohinicki, Dacheng Tao, Leszek Rutkowski:
Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring. Appl. Soft Comput. 161: 111702 (2024)
[j704]
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Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu:
Shortcut Learning of Large Language Models in Natural Language Understanding. Commun. ACM 67(1): 110-120 (2024)
[j703]
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Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao:
Heterogeneous Federated Learning: State-of-the-art and Research Challenges. ACM Comput. Surv. 56(3): 79:1-79:44 (2024)
[j702]
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Haimei Zhao, Jing Zhang, Zhuo Chen, Bo Yuan, Dacheng Tao:
On Robust Cross-view Consistency in Self-supervised Monocular Depth Estimation. Mach. Intell. Res. 21(3): 495-513 (2024)
[j701]
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Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao:
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow. Int. J. Comput. Vis. 132(2): 466-489 (2024)
[j700]
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Yang Yang, Chaoyue Wang, Xiaojie Guo, Dacheng Tao:
Robust Unpaired Image Dehazing via Density and Depth Decomposition. Int. J. Comput. Vis. 132(5): 1557-1577 (2024)
[j699]
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Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang, Mingming Gong, Dacheng Tao:
Convex-Concave Tensor Robust Principal Component Analysis. Int. J. Comput. Vis. 132(5): 1721-1747 (2024)
[j698]
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Aishan Liu, Shiyu Tang, Xinyun Chen, Lei Huang, Haotong Qin, Xianglong Liu, Dacheng Tao:
Towards Defending Multiple ℓ _p-Norm Bounded Adversarial Perturbations via Gated Batch Normalization. Int. J. Comput. Vis. 132(6): 1881-1898 (2024)
[j697]
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Grounded Affordance from Exocentric View. Int. J. Comput. Vis. 132(6): 1945-1969 (2024)
[j696]
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Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao:
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. Int. J. Comput. Vis. 132(9): 3509-3536 (2024)
[j695]
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Jianbin Zheng, Daqing Liu, Chaoyue Wang, Minghui Hu, Zuopeng Yang, Changxing Ding, Dacheng Tao:
MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis. Int. J. Comput. Vis. 132(9): 3537-3565 (2024)
[j694]
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Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
VNAS: Variational Neural Architecture Search. Int. J. Comput. Vis. 132(9): 3689-3713 (2024)
[j693]
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Zongqi Liu, Xueguan Song, Jie Yang, Chao Zhang, Dacheng Tao:
Generative adversarial networks for multi-fidelity matrix completion with massive missing entries. Inf. Fusion 111: 102541 (2024)
[j692]
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Yuanyuan Wang, Wei Huang, Mingming Gong, Xi Geng, Tongliang Liu, Kun Zhang, Dacheng Tao:
Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations. J. Mach. Learn. Res. 25: 154:1-154:50 (2024)
[j691]
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Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao:
Local AdaGrad-type algorithm for stochastic convex-concave optimization. Mach. Learn. 113(4): 1819-1838 (2024)
[j690]
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Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao:
AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks. Neural Networks 169: 506-519 (2024)
[j689]
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Changcheng Xiao, Qiong Cao, Yujie Zhong, Long Lan, Xiang Zhang, Zhigang Luo, Dacheng Tao:
MotionTrack: Learning motion predictor for multiple object tracking. Neural Networks 179: 106539 (2024)
[j688]
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  - journals/pami/LeiT24
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Shiye Lei, Dacheng Tao:
A Comprehensive Survey of Dataset Distillation. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 17-32 (2024)
[j687]
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Wei Zhai, Yang Cao, Jing Zhang, Haiyong Xie, Dacheng Tao, Zheng-Jun Zha:
On Exploring Multiplicity of Primitives and Attributes for Texture Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 403-420 (2024)
[j686]
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Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
ViTPose++: Vision Transformer for Generic Body Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1212-1230 (2024)
[j685]
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Qiming Zhang, Jing Zhang, Yufei Xu, Dacheng Tao:
Vision Transformer With Quadrangle Attention. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3608-3624 (2024)
[j684]
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Haoyu He, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Pruning Self-Attentions Into Convolutional Layers in Single Path. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3910-3922 (2024)
[j683]
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Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao:
Boosting Factorization Machines via Saliency-Guided Mixup. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4443-4459 (2024)
[j682]
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Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao:
Variational Distillation for Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 4551-4566 (2024)
[j681]
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Shengping Zhang, Wei Yu, Feng Jiang, Liqiang Nie, Hongxun Yao, Qingming Huang, Dacheng Tao:
Stereo Image Restoration via Attention-Guided Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 4850-4865 (2024)
[j680]
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Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5092-5113 (2024)
[j679]
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Yang Qian, Yuxuan Du, Dacheng Tao:
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction. Quantum Mach. Intell. 6(1): 32 (2024)
[j678]
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Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dong-Sheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang:
MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11632-11654 (2024)
[j677]
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Yingjie Zhai, Guoli Jia, Yu-Kun Lai, Jing Zhang, Jufeng Yang, Dacheng Tao:
Looking Into Gait for Perceiving Emotions via Bilateral Posture and Movement Graph Convolutional Networks. IEEE Trans. Affect. Comput. 15(3): 1634-1648 (2024)
[j676]
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  - journals/tcyb/YangDWT24
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Xu Yang, Cheng Deng, Kun Wei, Dacheng Tao:
Robust Commonsense Reasoning Against Noisy Labels Using Adaptive Correction. IEEE Trans. Cybern. 54(7): 4138-4149 (2024)
[j675]
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  - journals/tcyb/HuangLDT24
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Xinjian Huang, Weiwei Liu, Bo Du, Dacheng Tao:
Leveraged Matrix Completion With Noise. IEEE Trans. Cybern. 54(8): 4443-4453 (2024)
[j674]
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  - journals/tip/WuLLDTT24
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Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao:
Toward Robust Referring Image Segmentation. IEEE Trans. Image Process. 33: 1782-1794 (2024)
[j673]
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Simin Li, Huangxinxin Xu, Jiakai Wang, Ruixiao Xu, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao:
Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection. IEEE Trans. Image Process. 33: 2714-2729 (2024)
[j672]
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  - journals/tkde/ZhongDLDT24
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
PanDa: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation. IEEE Trans. Knowl. Data Eng. 36(9): 4835-4848 (2024)
[j671]
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Weigang Lu, Yibing Zhan, Binbin Lin, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao:
SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 36(11): 7030-7043 (2024)
[j670]
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Han Zhao, Xu Yang, Kun Wei, Cheng Deng, Dacheng Tao:
Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning. IEEE Trans. Knowl. Data Eng. 36(11): 7296-7307 (2024)
[j669]
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Guanghao Li, Wansen Wu, Yan Sun, Li Shen, Baoyuan Wu, Dacheng Tao:
Visual Prompt Based Personalized Federated Learning. Trans. Mach. Learn. Res. 2024 (2024)
[j668]
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Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Xuebo Liu, Min Zhang, Dacheng Tao:
Parameter-Efficient and Student-Friendly Knowledge Distillation. IEEE Trans. Multim. 26: 4230-4241 (2024)
[j667]
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Kun Wei, Da Chen, Yuhong Li, Xu Yang, Cheng Deng, Dacheng Tao:
Incremental Embedding Learning With Disentangled Representation Translation. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3821-3833 (2024)
[j666]
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Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao:
Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5447-5460 (2024)
[j665]
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Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao:
The Dilemma of Quantum Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5603-5615 (2024)
[j664]
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Jianping Gou, Liyuan Sun, Baosheng Yu, Lan Du, Kotagiri Ramamohanarao, Dacheng Tao:
Collaborative Knowledge Distillation via Multiknowledge Transfer. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6718-6730 (2024)
[j663]
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Qidong Liu, Cheng Long, Jie Zhang, Mingliang Xu, Dacheng Tao:
Aspect-Aware Graph Attention Network for Heterogeneous Information Networks. IEEE Trans. Neural Networks Learn. Syst. 35(5): 7259-7266 (2024)
[j662]
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Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13631-13645 (2024)
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Han Zhao, Xu Yang, Cheng Deng, Dacheng Tao:
Unsupervised Structure-Adaptive Graph Contrastive Learning. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13728-13740 (2024)
[j660]
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Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao:
Quantum Imitation Learning. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14190-14204 (2024)
[j659]
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Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Dacheng Tao:
Hierarchical Multi-Attention Transfer for Knowledge Distillation. ACM Trans. Multim. Comput. Commun. Appl. 20(2): 51:1-51:20 (2024)
[c631]
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Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao:
TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation. AAAI 2024: 3495-3503
[c630]
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Zhiyao Ren, Yibing Zhan, Liang Ding, Gaoang Wang, Chaoyue Wang, Zhongyi Fan, Dacheng Tao:
Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models. AAAI 2024: 4667-4675
[c629]
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Haimei Zhao, Qiming Zhang, Shanshan Zhao, Zhe Chen, Jing Zhang, Dacheng Tao:
SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection. AAAI 2024: 7460-7468
[c628]
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Tengfei Yu, Xuebo Liu, Liang Ding, Kehai Chen, Dacheng Tao, Min Zhang:
Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation. ACL (1) 2024: 8020-8035
[c627]
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Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao:
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. ACL (Findings) 2024: 8719-8730
[c626]
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Qingyu Lu, Baopu Qiu, Liang Ding, Kanjian Zhang, Tom Kocmi, Dacheng Tao:
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models. ACL (Findings) 2024: 8801-8816
[c625]
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Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao:
Revisiting Demonstration Selection Strategies in In-Context Learning. ACL (1) 2024: 9090-9101
[c624]
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Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao:
Revisiting Knowledge Distillation for Autoregressive Language Models. ACL (1) 2024: 10900-10913
[c623]
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Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. ACL (1) 2024: 11087-11099
[c622]
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Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao:
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. ACL (Findings) 2024: 13619-13639
[c621]
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. ACL (Findings) 2024: 13721-13736
[c620]
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  - conf/apnet/Zhao0ZZJ0T24
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Chen Zhao, Ting Yu, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du, Dacheng Tao:
PICO: Accelerating All k-Core Paradigms on GPU. APNet 2024: 221-222
[c619]
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Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. LREC/COLING 2024: 1-13
[c618]
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Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu:
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. LREC/COLING 2024: 15552-15565
[c617]
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Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao:
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis. CVPR 2024: 5418-5427
[c616]
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Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao:
Sheared Backpropagation for Fine-Tuning Foundation Models. CVPR 2024: 5883-5892
[c615]
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Minghui Hut, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham:
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. CVPR 2024: 7331-7340
[c614]
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Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao:
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather. CVPR 2024: 14781-14791
[c613]
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Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao:
Free: Faster and Better Data-Free Meta-Learning. CVPR 2024: 23273-23282
[c612]
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  - conf/ecai/LiuD0PCCT24
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Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao:
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. ECAI 2024: 2966-2973
[c611]
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Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One For All: Towards Training One Graph Model For All Classification Tasks. ICLR 2024
[c610]
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Shi Fu, Fengxiang He, Xinmei Tian, Dacheng Tao:
Convergence of Bayesian Bilevel Optimization. ICLR 2024
[c609]
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Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao:
Learning Multi-Agent Communication from Graph Modeling Perspective. ICLR 2024
[c608]
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Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao:
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. ICLR 2024
[c607]
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Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao:
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. ICLR 2024
[c606]
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Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao:
AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR 2024
[c605]
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Shi Fu, Sen Zhang, Yingjie Wang, Xinmei Tian, Dacheng Tao:
Towards Theoretical Understandings of Self-Consuming Generative Models. ICML 2024
[c604]
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Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. ICML 2024
[c603]
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Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
Q-value Regularized Transformer for Offline Reinforcement Learning. ICML 2024
[c602]
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Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao:
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications. ICML 2024
[c601]
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Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao:
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. ICML 2024
[c600]
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Peng Wang, Li Shen, Zerui Tao, Shuaida He, Dacheng Tao:
Generalization Analysis of Stochastic Weight Averaging with General Sampling. ICML 2024
[c599]
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Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao:
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models. ICML 2024
[c598]
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Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao:
Representation Surgery for Multi-Task Model Merging. ICML 2024
[c597]
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  - conf/icml/Zhang0Z00T24
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Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao:
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. ICML 2024
[c596]
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Chen Zhao, Ting Yu, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du, Dacheng Tao:
SpeedCore: Space-efficient and Dependency-aware GPU Parallel Framework for Core Decomposition. ICPP 2024: 555-564
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  - conf/icra/XuRZLT024
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Zhenyu Xu, Ziliang Ren, Qieshi Zhang, Jie Lou, Dacheng Tao, Jun Cheng:
Semantic-focused Patch Tokenizer with Multi-branch Mixer for Visual Place Recognition. ICRA 2024: 4006-4012
[c594]
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Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao:
Joint Input and Output Coordination for Class-Incremental Learning. IJCAI 2024: 5108-5116
[c593]
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  - conf/kdd/0002S0T24
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Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao:
Topology-aware Embedding Memory for Continual Learning on Expanding Networks. KDD 2024: 4326-4337
[c592]
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  - conf/www/0007FKTCZ24
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Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. WWW 2024: 365-376
[i683]
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  - journals/corr/abs-2401-03203
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Tongyan Hua, Haotian Bai, Zidong Cao, Ming Liu, Dacheng Tao, Lin Wang:
Hi-Map: Hierarchical Factorized Radiance Field for High-Fidelity Monocular Dense Mapping. CoRR abs/2401.03203 (2024)
[i682]
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  - journals/corr/abs-2401-06561
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Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao:
Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender. CoRR abs/2401.06561 (2024)
[i681]
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  - journals/corr/abs-2401-06628
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Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao:
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. CoRR abs/2401.06628 (2024)
[i680]
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  - journals/corr/abs-2401-06659
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Wenbin Wang, Liang Ding, Li Shen, Yong Luo, Han Hu, Dacheng Tao:
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge. CoRR abs/2401.06659 (2024)
[i679]
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  - journals/corr/abs-2401-07080
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Haibin He, Maoyuan Ye, Jing Zhang, Juhua Liu, Dacheng Tao:
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching. CoRR abs/2401.07080 (2024)
[i678]
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  - journals/corr/abs-2401-08478
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Kaixin Huang, Li Shen, Chen Zhao, Chun Yuan, Dacheng Tao:
Solving Continual Offline Reinforcement Learning with Decision Transformer. CoRR abs/2401.08478 (2024)
[i677]
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  - journals/corr/abs-2401-12087
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Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao:
Revisiting Demonstration Selection Strategies in In-Context Learning. CoRR abs/2401.12087 (2024)
[i676]
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  - journals/corr/abs-2401-12479
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Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao:
TD^2-Net: Toward Denoising and Debiasing for Dynamic Scene Graph Generation. CoRR abs/2401.12479 (2024)
[i675]
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  - journals/corr/abs-2401-13200
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Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao:
Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR abs/2401.13200 (2024)
[i674]
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  - journals/corr/abs-2401-17766
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Jingcai Guo, Zhijie Rao, Song Guo, Jingren Zhou, Dacheng Tao:
Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects. CoRR abs/2401.17766 (2024)
[i673]
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  - journals/corr/abs-2401-17904
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Maoyuan Ye, Jing Zhang, Juhua Liu, Chenyu Liu, Baocai Yin, Cong Liu, Bo Du, Dacheng Tao:
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation. CoRR abs/2401.17904 (2024)
[i672]
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  - journals/corr/abs-2402-00433
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Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao:
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. CoRR abs/2402.00433 (2024)
[i671]
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  - journals/corr/abs-2402-02399
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Hao Wang, Licheng Pan, Zhichao Chen, Degui Yang, Sen Zhang, Yifei Yang, Xinggao Liu, Haoxuan Li, Dacheng Tao:
FreDF: Learning to Forecast in Frequency Domain. CoRR abs/2402.02399 (2024)
[i670]
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  - journals/corr/abs-2402-02687
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Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao:
Poisson Process for Bayesian Optimization. CoRR abs/2402.02687 (2024)
[i669]
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  - journals/corr/abs-2402-02705
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Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao:
Representation Surgery for Multi-Task Model Merging. CoRR abs/2402.02705 (2024)
[i668]
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Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong:
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning. CoRR abs/2402.03667 (2024)
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Yehui Tang, Yunhe Wang, Jianyuan Guo, Zhijun Tu, Kai Han, Hailin Hu, Dacheng Tao:
A Survey on Transformer Compression. CoRR abs/2402.05964 (2024)
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Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao:
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. CoRR abs/2402.08552 (2024)
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Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao:
Mitigating Reward Hacking via Information-Theoretic Reward Modeling. CoRR abs/2402.09345 (2024)
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Xikun Zhang, Dongjin Song, Dacheng Tao:
Continual Learning on Graphs: Challenges, Solutions, and Opportunities. CoRR abs/2402.11565 (2024)
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Shi Fu, Sen Zhang, Yingjie Wang, Xinmei Tian, Dacheng Tao:
Towards Theoretical Understandings of Self-Consuming Generative Models. CoRR abs/2402.11778 (2024)
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Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen:
Communication-Efficient Distributed Learning with Local Immediate Error Compensation. CoRR abs/2402.11857 (2024)
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. CoRR abs/2402.11889 (2024)
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Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao:
Revisiting Knowledge Distillation for Autoregressive Language Models. CoRR abs/2402.11890 (2024)
[i659]
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Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao:
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. CoRR abs/2402.11960 (2024)
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Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou:
A Survey on Knowledge Distillation of Large Language Models. CoRR abs/2402.13116 (2024)
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Zhiyao Ren, Yibing Zhan, Baosheng Yu, Liang Ding, Dacheng Tao:
Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation. CoRR abs/2402.13408 (2024)
[i656]
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Chen Zhao, Ting Yu, Zhigao Zheng, Song Jin, Jiawei Jiang, Bo Du, Dacheng Tao:
PICO: Accelerating All k-Core Paradigms on GPU. CoRR abs/2402.15253 (2024)
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Jianbin Zheng, Minghui Hu, Zhongyi Fan, Chaoyue Wang, Changxing Ding, Dacheng Tao, Tat-Jen Cham:
Trajectory Consistency Distillation. CoRR abs/2402.19159 (2024)
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Wenjie Xuan, Yufei Xu, Shanshan Zhao, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao:
When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability. CoRR abs/2403.00467 (2024)
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Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu:
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. CoRR abs/2403.09963 (2024)
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Guanpu Chen, Gehui Xu, Fengxiang He, Dacheng Tao, Thomas Parisini, Karl Henrik Johansson:
Inverse learning of black-box aggregator for robust Nash equilibrium. CoRR abs/2403.10980 (2024)
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Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao:
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis. CoRR abs/2403.11113 (2024)
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Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang:
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. CoRR abs/2403.13430 (2024)
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Changtong Zan, Liang Ding, Li Shen, Yibing Zhen, Weifeng Liu, Dacheng Tao:
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning. CoRR abs/2403.14399 (2024)
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Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang:
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning. CoRR abs/2403.14410 (2024)
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Sihan Ma, Qiong Cao, Jing Zhang, Dacheng Tao:
Contact-aware Human Motion Generation from Textual Descriptions. CoRR abs/2403.15709 (2024)
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Siyuan Liang, Wei Wang, Ruoyu Chen, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, Dacheng Tao:
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook. CoRR abs/2403.16271 (2024)
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Gan Pei, Jiangning Zhang, Menghan Hu, Guangtao Zhai, Chengjie Wang, Zhenyu Zhang, Jian Yang, Chunhua Shen, Dacheng Tao:
Deepfake Generation and Detection: A Benchmark and Survey. CoRR abs/2403.17881 (2024)
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Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao:
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather. CoRR abs/2404.05145 (2024)
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Lin Li, Jianping Gou, Baosheng Yu, Lan Du, Zhang Yi, Dacheng Tao:
Federated Distillation: A Survey. CoRR abs/2404.08564 (2024)
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Jiangning Zhang, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Zhucun Xue, Yong Liu, Guansong Pang, Dacheng Tao:
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark. CoRR abs/2404.10760 (2024)
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Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou:
A Survey on Self-Evolution of Large Language Models. CoRR abs/2404.14387 (2024)
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Qihuang Zhong, Kang Wang, Ziyang Xu, Juhua Liu, Liang Ding, Bo Du, Dacheng Tao:
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Reasoners. CoRR abs/2404.14963 (2024)
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Xuming An, Dui Wang, Li Shen, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Federated Learning with Only Positive Labels by Exploring Label Correlations. CoRR abs/2404.15598 (2024)
[i638]
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Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. CoRR abs/2404.18413 (2024)
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  - journals/corr/abs-2405-00984
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Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao:
FREE: Faster and Better Data-Free Meta-Learning. CoRR abs/2405.00984 (2024)
[i636]
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  - journals/corr/abs-2405-01649
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Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, Dacheng Tao:
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning. CoRR abs/2405.01649 (2024)
[i635]
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Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao:
LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models. CoRR abs/2405.06001 (2024)
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Xinbiao Wang, Yuxuan Du, Kecheng Liu, Yong Luo, Bo Du, Dacheng Tao:
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem. CoRR abs/2405.07226 (2024)
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Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao:
Learning Multi-Agent Communication from Graph Modeling Perspective. CoRR abs/2405.08550 (2024)
[i632]
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Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao:
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models. CoRR abs/2405.16560 (2024)
[i631]
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Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
Q-value Regularized Transformer for Offline Reinforcement Learning. CoRR abs/2405.17098 (2024)
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Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao:
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR abs/2405.18080 (2024)
[i629]
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  - journals/corr/abs-2405-19684
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Xiaofeng Cong, Yu Zhao, Jie Gui, Junming Hou, Dacheng Tao:
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning. CoRR abs/2405.19684 (2024)
[i628]
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  - journals/corr/abs-2406-00934
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Tianyuan Zhang, Lu Wang, Hainan Li, Yisong Xiao, Siyuan Liang, Aishan Liu, Xianglong Liu, Dacheng Tao:
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions. CoRR abs/2406.00934 (2024)
[i627]
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Anke Tang, Li Shen, Yong Luo, Han Hu, Bo Du, Dacheng Tao:
FusionBench: A Comprehensive Benchmark of Deep Model Fusion. CoRR abs/2406.03280 (2024)
[i626]
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Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao:
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt. CoRR abs/2406.04031 (2024)
[i625]
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Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao:
Revisiting Catastrophic Forgetting in Large Language Model Tuning. CoRR abs/2406.04836 (2024)
[i624]
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  - journals/corr/abs-2406-04854
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Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. CoRR abs/2406.04854 (2024)
[i623]
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Zonghao Ying, Aishan Liu, Xianglong Liu, Dacheng Tao:
Unveiling the Safety of GPT-4o: An Empirical Study using Jailbreak Attacks. CoRR abs/2406.06302 (2024)
[i622]
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  - journals/corr/abs-2406-11190
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Rong Bao, Rui Zheng, Shihan Dou, Xiao Wang, Enyu Zhou, Bo Wang, Qi Zhang, Liang Ding, Dacheng Tao:
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle. CoRR abs/2406.11190 (2024)
[i621]
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Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang:
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR abs/2406.11519 (2024)
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Sihan Ma, Jing Zhang, Qiong Cao, Dacheng Tao:
PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions. CoRR abs/2406.14367 (2024)
[i619]
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Xincheng Shuai, Henghui Ding, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, Dacheng Tao:
A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models. CoRR abs/2406.14555 (2024)
[i618]
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Haiyun Li, Qihuang Zhong, Ke Zhu, Juhua Liu, Bo Du, Dacheng Tao:
Iterative Data Augmentation with Large Language Models for Aspect-based Sentiment Analysis. CoRR abs/2407.00341 (2024)
[i617]
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Yisong Xiao, Aishan Liu, QianJia Cheng, Zhenfei Yin, Siyuan Liang, Jiapeng Li, Jing Shao, Xianglong Liu, Dacheng Tao:
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing. CoRR abs/2407.00600 (2024)
[i616]
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Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao:
Learning System Dynamics without Forgetting. CoRR abs/2407.00717 (2024)
[i615]
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Ying Nie, Binwei Yan, Tianyu Guo, Hao Liu, Haoyu Wang, Wei He, Binfan Zheng, Weihao Wang, Qiang Li, Weijian Sun, Yunhe Wang, Dacheng Tao:
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models. CoRR abs/2407.02301 (2024)
[i614]
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Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Dacheng Tao:
Diffusion Model-Based Video Editing: A Survey. CoRR abs/2407.07111 (2024)
[i613]
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Yushi Huang, Ruihao Gong, Xianglong Liu, Jing Liu, Yuhang Li, Jiwen Lu, Dacheng Tao:
Temporal Feature Matters: A Framework for Diffusion Model Quantization. CoRR abs/2407.19547 (2024)
[i612]
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  - journals/corr/abs-2408-02882
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Aishan Liu, Yuguang Zhou, Xianglong Liu, Tianyuan Zhang, Siyuan Liang, Jiakai Wang, Yanjun Pu, Tianlin Li, Junqi Zhang, Wenbo Zhou, Qing Guo, Dacheng Tao:
Compromising Embodied Agents with Contextual Backdoor Attacks. CoRR abs/2408.02882 (2024)
[i611]
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Jingcai Guo, Zhijie Rao, Zhi Chen, Song Guo, Jingren Zhou, Dacheng Tao:
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey. CoRR abs/2408.04879 (2024)
[i610]
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Enneng Yang, Li Shen, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao:
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. CoRR abs/2408.07666 (2024)
[i609]
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Kaining Zhang, Junyu Liu, Liu Liu, Liang Jiang, Min-Hsiu Hsieh, Dacheng Tao:
The curse of random quantum data. CoRR abs/2408.09937 (2024)
[i608]
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Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao:
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models. CoRR abs/2408.10174 (2024)
[i607]
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Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao:
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning. CoRR abs/2408.10504 (2024)
[i606]
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Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao:
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits. CoRR abs/2408.12199 (2024)
[i605]
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Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Dacheng Tao:
Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models. CoRR abs/2408.15556 (2024)
[i604]
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Yan Sun, Li Shen, Dacheng Tao:
Convergent Differential Privacy Analysis for General Federated Learning: the f-DP Perspective. CoRR abs/2408.15621 (2024)
[i603]
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Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao:
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment. CoRR abs/2408.16520 (2024)
[i602]
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  - journals/corr/abs-2409-02512
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Jifeng Hu, Li Shen, Sili Huang, Zhejian Yang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao:
Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal. CoRR abs/2409.02512 (2024)
[i601]
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Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao:
Joint Input and Output Coordination for Class-Incremental Learning. CoRR abs/2409.05620 (2024)
[i600]
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  - journals/corr/abs-2409-05923
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Shuai Wang, Liang Ding, Li Shen, Yong Luo, Zheng He, Wei Yu, Dacheng Tao:
USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding. CoRR abs/2409.05923 (2024)
[i599]
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  - journals/corr/abs-2409-11785
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Shiming Ge, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao:
Distilling Channels for Efficient Deep Tracking. CoRR abs/2409.11785 (2024)
[i598]
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  - journals/corr/abs-2409-12512
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Jun Rao, Xuebo Liu, Zepeng Lin, Liang Ding, Jing Li, Dacheng Tao, Min Zhang:
Exploring and Enhancing the Transfer of Distribution in Knowledge Distillation for Autoregressive Language Models. CoRR abs/2409.12512 (2024)
[i597]
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  - journals/corr/abs-2409-14335
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Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao:
MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. CoRR abs/2409.14335 (2024)
[i596]
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  - journals/corr/abs-2409-18692
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Yang Qian, Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao:
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness. CoRR abs/2409.18692 (2024)
[i595]
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Yan Sun, Li Shen, Dacheng Tao:
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs. CoRR abs/2409.18915 (2024)
2023
[j658]
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Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao:
Spectral complexity-scaled generalisation bound of complex-valued neural networks. Artif. Intell. 322: 103951 (2023)
[j657]
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  - journals/aisy/JingLGZZMCPJWNZWLLLSLLTW23
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Jing Jing, Ziyang Liu, Hao Guan, Wanlin Zhu, Zhe Zhang, Xia Meng, Jian Cheng, Yuesong Pan, Yong Jiang, Yilong Wang, Haijun Niu, Xingquan Zhao, Wei Wen, Jinxi Lin, Wei Li, Hao Li, Perminder S. Sachdev, Tao Liu, Zixiao Li, Dacheng Tao, Yongjun Wang:
A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke. Adv. Intell. Syst. 5(4) (2023)
[j656]
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Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Jiuxin Cao, Dacheng Tao:
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning. ACM Comput. Surv. 55(13s): 279:1-279:37 (2023)
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Zongqi Liu, Xueguan Song, Chao Zhang, Yunsheng Ma, Dacheng Tao:
RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling. Eng. Appl. Artif. Intell. 120: 105871 (2023)
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Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao:
Visual Superordinate Abstraction for Robust Concept Learning. Int. J. Autom. Comput. 20(1): 79-91 (2023)
[j653]
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Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Region-adaptive Concept Aggregation for Few-shot Visual Recognition. Mach. Intell. Res. 20(4): 554-568 (2023)
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Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao:
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond. Int. J. Comput. Vis. 131(5): 1141-1162 (2023)
[j651]
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Yajing Kong, Liu Liu, Maoying Qiao, Zhen Wang, Dacheng Tao:
Trust-Region Adaptive Frequency for Online Continual Learning. Int. J. Comput. Vis. 131(7): 1825-1839 (2023)
[j650]
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Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Lan Du, Yibing Zhan, Dacheng Tao:
Multi-target Knowledge Distillation via Student Self-reflection. Int. J. Comput. Vis. 131(7): 1857-1874 (2023)
[j649]
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Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao:
Rethinking Portrait Matting with Privacy Preserving. Int. J. Comput. Vis. 131(8): 2172-2197 (2023)
[j648]
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Shengping Zhang, Xianzhu Liu, Haozhe Xie, Liqiang Nie, Huiyu Zhou, Dacheng Tao, Xuelong Li:
Learning Geometric Transformation for Point Cloud Completion. Int. J. Comput. Vis. 131(9): 2425-2445 (2023)
[j647]
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Zhe Chen, Jing Zhang, Yufei Xu, Dacheng Tao:
Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection. Int. J. Comput. Vis. 131(10): 2738-2756 (2023)
[j646]
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Shanshan Zhao, Mingming Gong, Haimei Zhao, Jing Zhang, Dacheng Tao:
Deep Corner. Int. J. Comput. Vis. 131(11): 2908-2932 (2023)
[j645]
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Jianqing Zhu, Liu Liu, Yibing Zhan, Xiaobin Zhu, Huanqiang Zeng, Dacheng Tao:
Attribute-Image Person Re-identification via Modal-Consistent Metric Learning. Int. J. Comput. Vis. 131(11): 2959-2976 (2023)
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Danuta Rutkowska, Piotr Duda, Jinde Cao, Leszek Rutkowski, Aleksander Byrski, Maciej Jaworski, Dacheng Tao:
The L₂ convergence of stream data mining algorithms based on probabilistic neural networks. Inf. Sci. 631: 346-368 (2023)
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Stephen J. Maybank, Liu Liu, Dacheng Tao:
Generalised Watson Distribution on the Hypersphere with Applications to Clustering. J. Math. Imaging Vis. 65(2): 302-322 (2023)
[j642]
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Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao:
A Survey on Vision Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 87-110 (2023)
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Chen Gong, Yongliang Ding, Bo Han, Gang Niu, Jian Yang, Jane You, Dacheng Tao, Masashi Sugiyama:
Class-Wise Denoising for Robust Learning Under Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 2835-2848 (2023)
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Xikun Zhang, Dongjin Song, Dacheng Tao:
Hierarchical Prototype Networks for Continual Graph Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4622-4636 (2023)
[j639]
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Wei Xia, Quanxue Gao, Qianqian Wang, Xinbo Gao, Chris Ding, Dacheng Tao:
Tensorized Bipartite Graph Learning for Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5187-5202 (2023)
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Yikai Wang, Fuchun Sun, Wenbing Huang, Fengxiang He, Dacheng Tao:
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5481-5496 (2023)
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Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Improving Video Instance Segmentation via Temporal Pyramid Routing. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6594-6601 (2023)
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Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao:
TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7853-7869 (2023)
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Tinglei Feng, Yingjie Zhai, Jufeng Yang, Jie Liang, Deng-Ping Fan, Jing Zhang, Ling Shao, Dacheng Tao:
IC9600: A Benchmark Dataset for Automatic Image Complexity Assessment. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8577-8593 (2023)
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Chunhui Zhang, Guanjie Huang, Li Liu, Shan Huang, Yinan Yang, Xiang Wan, Shiming Ge, Dacheng Tao:
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 9186-9205 (2023)
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Fan Lu, Guang Chen, Yinlong Liu, Yibing Zhan, Zhijun Li, Dacheng Tao, Changjun Jiang:
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11270-11282 (2023)
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Zhihao Cheng, Li Shen, Miaoxi Zhu, Jiaxian Guo, Meng Fang, Liu Liu, Bo Du, Dacheng Tao:
Prescribed Safety Performance Imitation Learning From a Single Expert Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12236-12249 (2023)
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Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao:
Recent Advances for Quantum Neural Networks in Generative Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12321-12340 (2023)
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Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger:
Unifying Flow, Stereo and Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13941-13958 (2023)
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Yan Sun, Li Shen, Hao Sun, Liang Ding, Dacheng Tao:
Efficient Federated Learning Via Local Adaptive Amended Optimizer With Linear Speedup. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14453-14464 (2023)
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Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao:
End-to-End One-Shot Human Parsing. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14481-14496 (2023)
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Youjian Zhang, Chaoyue Wang, Dacheng Tao:
Neural Maximum a Posteriori Estimation on Unpaired Data for Motion Deblurring. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15203-15218 (2023)
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Yadi Wang, Jun Wang, Dacheng Tao:
Neurodynamics-driven supervised feature selection. Pattern Recognit. 136: 109254 (2023)
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Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
Inter-layer transition in neural architecture search. Pattern Recognit. 143: 109697 (2023)
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Juhua Liu, Qihuang Zhong, Liang Ding, Hua Jin, Bo Du, Dacheng Tao:
Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2629-2642 (2023)
[j623]
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Mingjin Zhang, Qianqian Wu, Jing Zhang, Xinbo Gao, Jie Guo, Dacheng Tao:
Fluid Micelle Network for Image Super-Resolution Reconstruction. IEEE Trans. Cybern. 53(1): 578-591 (2023)
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Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin R. Hancock:
Regionwise Generative Adversarial Image Inpainting for Large Missing Areas. IEEE Trans. Cybern. 53(8): 5226-5239 (2023)
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Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao:
An Empirical Study of Remote Sensing Pretraining. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023)
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Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j619]
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Jinlong Fan, Jing Zhang, Dacheng Tao:
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses. IEEE Trans. Image Process. 32: 865-877 (2023)
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Shengcong Chen, Changxing Ding, Minfeng Liu, Jun Cheng, Dacheng Tao:
CPP-Net: Context-Aware Polygon Proposal Network for Nucleus Segmentation. IEEE Trans. Image Process. 32: 980-994 (2023)
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Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Trans. Image Process. 32: 2536-2551 (2023)
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Long Lan, Xiao Teng, Jing Zhang, Xiang Zhang, Dacheng Tao:
Learning to Purification for Unsupervised Person Re-Identification. IEEE Trans. Image Process. 32: 3338-3353 (2023)
[j615]
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Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Dacheng Tao, Xuelong Li:
VTAE: Variational Transformer Autoencoder With Manifolds Learning. IEEE Trans. Image Process. 32: 4486-4500 (2023)
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Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye:
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. IEEE Trans. Knowl. Data Eng. 35(4): 3313-3332 (2023)
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Hua Jin, Dacheng Tao:
Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 35(10): 10098-10111 (2023)
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Nan Yin, Li Shen, Mengzhu Wang, Xiao Luo, Zhigang Luo, Dacheng Tao:
OMG: Towards Effective Graph Classification Against Label Noise. IEEE Trans. Knowl. Data Eng. 35(12): 12873-12886 (2023)
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Tiansheng Huang, Li Shen, Yan Sun, Weiwei Lin, Dacheng Tao:
Fusion of Global and Local Knowledge for Personalized Federated Learning. Trans. Mach. Learn. Res. 2023 (2023)
[j610]
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Pengfei Wang, Changxing Ding, Wentao Tan, Mingming Gong, Kui Jia, Dacheng Tao:
Uncertainty-Aware Clustering for Unsupervised Domain Adaptive Object Re-Identification. IEEE Trans. Multim. 25: 2624-2635 (2023)
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Pengfei Wang, Changxing Ding, Zhiyin Shao, Zhibin Hong, Shengli Zhang, Dacheng Tao:
Quality-Aware Part Models for Occluded Person Re-Identification. IEEE Trans. Multim. 25: 3154-3165 (2023)
[j608]
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Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang:
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. 25: 7837-7850 (2023)
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Jun Cheng, Fuxiang Wu, Liu Liu, Qieshi Zhang, Leszek Rutkowski, Dacheng Tao:
InDecGAN: Learning to Generate Complex Images From Captions via Independent Object-Level Decomposition and Enhancement. IEEE Trans. Multim. 25: 8279-8293 (2023)
[j606]
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Jun Rao, Liang Ding, Shuhan Qi, Meng Fang, Yang Liu, Li Shen, Dacheng Tao:
Dynamic Contrastive Distillation for Image-Text Retrieval. IEEE Trans. Multim. 25: 8383-8395 (2023)
[j605]
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Xu Yang, Cheng Deng, Zhiyuan Dang, Dacheng Tao:
Deep Multiview Collaborative Clustering. IEEE Trans. Neural Networks Learn. Syst. 34(1): 516-526 (2023)
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Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao:
Stochastically Controlled Compositional Gradient for Composition Problems. IEEE Trans. Neural Networks Learn. Syst. 34(2): 611-622 (2023)
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Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao:
On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration. IEEE Trans. Neural Networks Learn. Syst. 34(2): 677-689 (2023)
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Dalu Guo, Chang Xu, Dacheng Tao:
Bilinear Graph Networks for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34(2): 1023-1034 (2023)
[j601]
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Jingwei Zhang, Tongliang Liu, Dacheng Tao:
An Optimal Transport Analysis on Generalization in Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2842-2853 (2023)
[j600]
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Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao:
SIN: Semantic Inference Network for Few-Shot Streaming Label Learning. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9952-9965 (2023)
[j599]
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Mingjin Zhang, Jingwei Xin, Jing Zhang, Dacheng Tao, Xinbo Gao:
Curvature Consistent Network for Microscope Chip Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10538-10551 (2023)
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Guanyu Gao, Yonggang Wen, Dacheng Tao:
Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10638-10652 (2023)
[j597]
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Xinyu Wu, Jinke Li, Liu Liu, Dacheng Tao:
The Visual Footsteps Planning System for Exoskeleton Robots Under Complex Terrain. IEEE Trans. Syst. Man Cybern. Syst. 53(8): 5149-5160 (2023)
[j596]
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Xinghao Yang, Yongshun Gong, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu:
Semantic-Preserving Adversarial Text Attacks. IEEE Trans. Sustain. Comput. 8(4): 583-595 (2023)
[c591]
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Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao:
Learning to Learn Better for Video Object Segmentation. AAAI 2023: 1205-1212
[c590]
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Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao:
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. AAAI 2023: 3241-3249
[c589]
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Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao:
Offline Quantum Reinforcement Learning in a Conservative Manner. AAAI 2023: 7148-7156
[c588]
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Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao:
FedABC: Targeting Fair Competition in Personalized Federated Learning. AAAI 2023: 10095-10103
[c587]
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Xinqi Zhu, Chang Xu, Dacheng Tao:
ContraFeat: Contrasting Deep Features for Semantic Discovery. AAAI 2023: 11470-11478
[c586]
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Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang:
Improving Simultaneous Machine Translation with Monolingual Data. AAAI 2023: 12728-12736
[c585]
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Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao:
Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks. AAAI 2023: 15313-15321
[c584]
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  - conf/acl/BaoZ00T23
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Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao:
CASN: Class-Aware Score Network for Textual Adversarial Detection. ACL (1) 2023: 671-687
[c583]
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  - conf/acl/PengDZOR0T23
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Keqin Peng, Liang Ding, Qihuang Zhong, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Dacheng Tao:
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning. ACL (2) 2023: 841-850
[c582]
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  - conf/acl/WangDCZ0WT023
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Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo:
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. ACL (1) 2023: 2048-2061
[c581]
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Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
TransGEC: Improving Grammatical Error Correction with Translationese. ACL (Findings) 2023: 3614-3633
[c580]
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
Self-Evolution Learning for Discriminative Language Model Pretraining. ACL (Findings) 2023: 4130-4145
[c579]
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Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao:
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. ACL (1) 2023: 5892-5907
[c578]
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Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao:
Revisiting Token Dropping Strategy in Efficient BERT Pretraining. ACL (1) 2023: 10391-10405
[c577]
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Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao:
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training. ACL (Findings) 2023: 10932-10940
[c576]
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Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu, Dacheng Tao:
PAD-Net: An Efficient Framework for Dynamic Networks. ACL (1) 2023: 14354-14366
[c575]
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Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang:
Learning to Generalize Provably in Learning to Optimize. AISTATS 2023: 9807-9825
[c574]
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Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao:
Poisson Process for Bayesian Optimization. AutoML 2023: 3/1-20
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Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black:
Generating Holistic 3D Human Motion from Speech. CVPR 2023: 469-480
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Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao:
Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization. CVPR 2023: 4096-4107
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Leverage Interactive Affinity for Affordance Learning. CVPR 2023: 6809-6819
[c570]
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Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao:
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning. CVPR 2023: 7736-7745
[c569]
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Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi:
From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR 2023: 10867-10877
[c568]
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Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CVPR 2023: 11299-11308
[c567]
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Cheng Wen, Baosheng Yu, Dacheng Tao:
Learnable Skeleton-Aware 3D Point Cloud Sampling. CVPR 2023: 17671-17681
[c566]
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Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao:
TriDet: Temporal Action Detection with Relative Boundary Modeling. CVPR 2023: 18857-18866
[c565]
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Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao:
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CVPR 2023: 19348-19357
[c564]
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  - conf/cvpr/QuZRL0TJ23
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Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang:
Upcycling Models Under Domain and Category Shift. CVPR 2023: 20019-20028
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Jizhizi Li, Jing Zhang, Dacheng Tao:
Referring Image Matting. CVPR 2023: 22448-22457
[c562]
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Xu Zhang, Wen Wang, Zhe Chen, Yufei Xu, Jing Zhang, Dacheng Tao:
CLAMP: Prompt-based Contrastive Learning for Connecting Language and Animal Pose. CVPR 2023: 23272-23281
[c561]
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Yongcheng Jing, Chongbin Yuan, Li Ju, Yiding Yang, Xinchao Wang, Dacheng Tao:
Deep Graph Reprogramming. CVPR 2023: 24345-24354
[c560]
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Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao:
Make Landscape Flatter in Differentially Private Federated Learning. CVPR 2023: 24552-24562
[c559]
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  - conf/emnlp/Peng0ZS0ZOT23
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Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao:
Towards Making the Most of ChatGPT for Machine Translation. EMNLP (Findings) 2023: 5622-5633
[c558]
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Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao:
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. EMNLP 2023: 8964-8974
[c557]
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Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang:
PromptST: Abstract Prompt Learning for End-to-End Speech Translation. EMNLP 2023: 10140-10154
[c556]
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Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models. EMNLP 2023: 11305-11327
[c555]
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Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao:
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts. EMNLP 2023: 14685-14691
[c554]
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  - conf/iccv/0001C0LGLZT23
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Haotian Wang, Haoang Chi, Wenjing Yang, Zhipeng Lin, Mingyang Geng, Long Lan, Jing Zhang, Dacheng Tao:
Domain Specified Optimization for Deployment Authorization. ICCV 2023: 5072-5082
[c553]
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Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning. ICCV 2023: 11791-11801
[c552]
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Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV 2023: 12052-12062
[c551]
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Heng Zhang, Daqing Liu, Zezhong Lv, Bing Su, Dacheng Tao:
Exploring Temporal Concurrency for Video-Language Representation Learning. ICCV 2023: 15522-15532
[c550]
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Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, Dacheng Tao, Jun Cheng:
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification. ICCV 2023: 18859-18869
[c549]
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Yu-Tong Cao, Ye Shi, Baosheng Yu, Jingya Wang, Dacheng Tao:
Knowledge-Aware Federated Active Learning with Non-IID Data. ICCV 2023: 22222-22232
[c548]
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Minghui Hu, Chuanxia Zheng, Zuopeng Yang, Tat-Jen Cham, Heliang Zheng, Chaoyue Wang, Dacheng Tao, Ponnuthurai N. Suganthan:
Unified Discrete Diffusion for Simultaneous Vision-Language Generation. ICLR 2023
[c547]
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Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang:
CktGNN: Circuit Graph Neural Network for Electronic Design Automation. ICLR 2023
[c546]
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Shi Fu, Yunwen Lei, Qiong Cao, Xinmei Tian, Dacheng Tao:
Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process. ICLR 2023
[c545]
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Chang Li, Dongjin Song, Dacheng Tao:
HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Embeddings. ICLR 2023
[c544]
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Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao:
FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy. ICLR 2023
[c543]
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Haixiang Sun, Ye Shi, Jingya Wang, Hoang Duong Tuan, H. Vincent Poor, Dacheng Tao:
Alternating Differentiation for Optimization Layers. ICLR 2023
[c542]
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  - conf/iclr/WangLL0DT23
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Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao:
Symmetric Pruning in Quantum Neural Networks. ICLR 2023
[c541]
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Runzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan:
Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case. ICLR 2023
[c540]
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Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. ICLR 2023
[c539]
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Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao:
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning. ICML 2023: 13610-13627
[c538]
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Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao:
Structured Cooperative Learning with Graphical Model Priors. ICML 2023: 20599-20622
[c537]
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Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao:
Improving the Model Consistency of Decentralized Federated Learning. ICML 2023: 31269-31291
[c536]
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Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao:
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape. ICML 2023: 32991-33013
[c535]
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Yingjie Wang, Hong Chen, Weifeng Liu, Fengxiang He, Tieliang Gong, Youcheng Fu, Dacheng Tao:
Tilted Sparse Additive Models. ICML 2023: 35579-35604
[c534]
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Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao:
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. ICML 2023: 43005-43036
[c533]
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  - conf/icra/ChengST23
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Zhihao Cheng, Li Shen, Dacheng Tao:
Off-policy Imitation Learning from Visual Inputs. ICRA 2023: 2937-2943
[c532]
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Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao:
Improving Heterogeneous Model Reuse by Density Estimation. IJCAI 2023: 4244-4252
[c531]
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Chuang Liu, Yibing Zhan, Jia Wu, Chang Li, Bo Du, Wenbin Hu, Tongliang Liu, Dacheng Tao:
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. IJCAI 2023: 6712-6722
[c530]
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Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng:
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism. IPDPS 2023: 167-177
[c529]
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Yi-Fan Zhang, Jindong Wang, Jian Liang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie:
Domain-Specific Risk Minimization for Domain Generalization. KDD 2023: 3409-3421
[c528]
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  - conf/miccai/ChenDTC23
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Shengcong Chen, Changxing Ding, Dacheng Tao, Hao Chen:
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation. MICCAI (6) 2023: 591-601
[c527]
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Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao:
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. ACM Multimedia 2023: 1924-1932
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Sihan Ma, Qiong Cao, Hongwei Yi, Jing Zhang, Dacheng Tao:
GraMMaR: Ground-aware Motion Model for 3D Human Motion Reconstruction. ACM Multimedia 2023: 2817-2828
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Yiyang Chen, Shanshan Zhao, Changxing Ding, Liyao Tang, Chaoyue Wang, Dacheng Tao:
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation. ACM Multimedia 2023: 3866-3875
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Jinlong Fan, Jing Zhang, Zhi Hou, Dacheng Tao:
AniPixel: Towards Animatable Pixel-Aligned Human Avatar. ACM Multimedia 2023: 8626-8634
[c523]
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Minghui Hu, Jianbin Zheng, Daqing Liu, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham:
Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation. NeurIPS 2023
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Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang:
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. NeurIPS 2023
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Hanting Chen, Yunhe Wang, Jianyuan Guo, Dacheng Tao:
VanillaNet: the Power of Minimalism in Deep Learning. NeurIPS 2023
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Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao:
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. NeurIPS 2023
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Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS 2023
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Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS 2023
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Guozheng Ma, Linrui Zhang, Haoyu Wang, Lu Li, Zilin Wang, Zhen Wang, Li Shen, Xueqian Wang, Dacheng Tao:
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning. NeurIPS 2023
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Yan Sun, Li Shen, Dacheng Tao:
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization. NeurIPS 2023
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Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao:
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation. NeurIPS 2023
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Yi Wu, Ziqiang Li, Chaoyue Wang, Heliang Zheng, Shanshan Zhao, Bin Li, Dacheng Tao:
Domain Re-Modulation for Few-Shot Generative Domain Adaptation. NeurIPS 2023
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Miaoxi Zhu, Li Shen, Bo Du, Dacheng Tao:
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm. NeurIPS 2023
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Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao:
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. USENIX Security Symposium 2023: 3781-3798
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Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1^st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. WACV (Workshops) 2023: 265-302
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Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu:
Tutorials at The Web Conference 2023. WWW (Companion Volume) 2023: 648-658
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Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao:
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. CoRR abs/2301.00954 (2023)
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Yuxuan Du, Yibo Yang, Dacheng Tao, Min-Hsiu Hsieh:
Demystify Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification. CoRR abs/2301.01597 (2023)
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Shiye Lei, Dacheng Tao:
A Comprehensive Survey to Dataset Distillation. CoRR abs/2301.05603 (2023)
[i591]
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  - journals/corr/abs-2301-05712
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Jie Gui, Tuo Chen, Qiong Cao, Zhenan Sun, Hao Luo, Dacheng Tao:
A Survey of Self-Supervised Learning from Multiple Perspectives: Algorithms, Theory, Applications and Future Trends. CoRR abs/2301.05712 (2023)
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  - journals/corr/abs-2301-08015
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Guanpu Chen, Gehui Xu, Fengxiang He, Yiguang Hong, Leszek Rutkowski, Dacheng Tao:
Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms. CoRR abs/2301.08015 (2023)
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  - journals/corr/abs-2301-12203
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Qin Zhang, Linrui Zhang, Haoran Xu, Li Shen, Bowen Wang, Yongzhe Chang, Xueqian Wang, Bo Yuan, Dacheng Tao:
SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning. CoRR abs/2301.12203 (2023)
[i588]
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  - journals/corr/abs-2302-02550
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Yi Wu, Ziqiang Li, Chaoyue Wang, Heliang Zheng, Shanshan Zhao, Bin Li, Dacheng Tao:
Domain Re-Modulation for Few-Shot Generative Domain Adaptation. CoRR abs/2302.02550 (2023)
[i587]
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  - journals/corr/abs-2302-03004
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Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning. CoRR abs/2302.03004 (2023)
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  - journals/corr/abs-2302-03397
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Jinlong Fan, Jing Zhang, Zhi Hou, Dacheng Tao:
AniPixel: Towards Animatable Pixel-Aligned Human Avatar. CoRR abs/2302.03397 (2023)
[i585]
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  - journals/corr/abs-2302-04083
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Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao:
Improving the Model Consistency of Decentralized Federated Learning. CoRR abs/2302.04083 (2023)
[i584]
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  - journals/corr/abs-2302-05201
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Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao:
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis. CoRR abs/2302.05201 (2023)
[i583]
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  - journals/corr/abs-2302-05726
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Yixing Liu, Yan Sun, Zhengtao Ding, Li Shen, Bo Liu, Dacheng Tao:
Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach. CoRR abs/2302.05726 (2023)
[i582]
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  - journals/corr/abs-2302-07450
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Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao:
FedABC: Targeting Fair Competition in Personalized Federated Learning. CoRR abs/2302.07450 (2023)
[i581]
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  - journals/corr/abs-2302-08890
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Xu Zheng, Yexin Liu, Yunfan Lu, Tongyan Hua, Tianbo Pan, Weiming Zhang, Dacheng Tao, Lin Wang:
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks. CoRR abs/2302.08890 (2023)
[i580]
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  - journals/corr/abs-2302-09268
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Qihuang Zhong, Liang Ding, Keqin Peng, Juhua Liu, Bo Du, Li Shen, Yibing Zhan, Dacheng Tao:
Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE. CoRR abs/2302.09268 (2023)
[i579]
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Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao:
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. CoRR abs/2302.09491 (2023)
[i578]
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  - journals/corr/abs-2302-09532
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Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Yuanhai Lv, Baosheng Yu, Dacheng Tao:
Pseudo Contrastive Learning for Graph-based Semi-supervised Learning. CoRR abs/2302.09532 (2023)
[i577]
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  - journals/corr/abs-2302-10198
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT. CoRR abs/2302.10198 (2023)
[i576]
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  - journals/corr/abs-2302-10429
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Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao:
FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy. CoRR abs/2302.10429 (2023)
[i575]
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  - journals/corr/abs-2302-11051
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Tiansheng Huang, Li Shen, Yan Sun, Weiwei Lin, Dacheng Tao:
Fusion of Global and Local Knowledge for Personalized Federated Learning. CoRR abs/2302.11051 (2023)
[i574]
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  - journals/corr/abs-2302-11085
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Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang:
Learning to Generalize Provably in Learning to Optimize. CoRR abs/2302.11085 (2023)
[i573]
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  - journals/corr/abs-2302-12448
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Guanghao Li, Li Shen, Yan Sun, Yue Hu, Han Hu, Dacheng Tao:
Subspace based Federated Unlearning. CoRR abs/2302.12448 (2023)
[i572]
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  - journals/corr/abs-2303-00501
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Chao Xue, Wei Liu, Shuai Xie, Zhenfang Wang, Jiaxing Li, Xuyang Peng, Liang Ding, Shanshan Zhao, Qiong Cao, Yibo Yang, Fengxiang He, Bohua Cai, Rongcheng Bian, Yiyan Zhao, Heliang Zheng, Xiangyang Liu, Dongkai Liu, Daqing Liu, Li Shen, Chang Li, Shijin Zhang, Yukang Zhang, Guanpu Chen, Shixiang Chen, Yibing Zhan, Jing Zhang, Chaoyue Wang, Dacheng Tao:
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. CoRR abs/2303.00501 (2023)
[i571]
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  - journals/corr/abs-2303-00565
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Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao:
AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks. CoRR abs/2303.00565 (2023)
[i570]
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  - journals/corr/abs-2303-01032
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Qi Zheng, Daqing Liu, Chaoyue Wang, Jing Zhang, Dadong Wang, Dacheng Tao:
ESceme: Vision-and-Language Navigation with Episodic Scene Memory. CoRR abs/2303.01032 (2023)
[i569]
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Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King:
Time Associated Meta Learning for Clinical Prediction. CoRR abs/2303.02570 (2023)
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Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao:
Graph Decision Transformer. CoRR abs/2303.03747 (2023)
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Xin Yan, Zuchao Li, Lefei Zhang, Bo Du, Dacheng Tao:
Centroid-centered Modeling for Efficient Vision Transformer Pre-training. CoRR abs/2303.04664 (2023)
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Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR abs/2303.06682 (2023)
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Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang:
Upcycling Models under Domain and Category Shift. CoRR abs/2303.07110 (2023)
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Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao:
TriDet: Temporal Action Detection with Relative Boundary Modeling. CoRR abs/2303.07347 (2023)
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Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Sensitivity-Aware Visual Parameter-Efficient Tuning. CoRR abs/2303.08566 (2023)
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Guanghao Li, Wansen Wu, Yan Sun, Li Shen, Baoyuan Wu, Dacheng Tao:
Visual Prompt Based Personalized Federated Learning. CoRR abs/2303.08678 (2023)
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Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao:
Deep Learning for Camera Calibration and Beyond: A Survey. CoRR abs/2303.10559 (2023)
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Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao:
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning. CoRR abs/2303.11183 (2023)
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Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao:
Make Landscape Flatter in Differentially Private Federated Learning. CoRR abs/2303.11242 (2023)
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Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao:
Towards Making the Most of ChatGPT for Machine Translation. CoRR abs/2303.13780 (2023)
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Qingyu Lu, Baopu Qiu, Liang Ding, Liping Xie, Dacheng Tao:
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models: A Case Study on ChatGPT. CoRR abs/2303.13809 (2023)
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Qiming Zhang, Jing Zhang, Yufei Xu, Dacheng Tao:
Vision Transformer with Quadrangle Attention. CoRR abs/2303.15105 (2023)
[i555]
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Haimei Zhao, Qiming Zhang, Shanshan Zhao, Jing Zhang, Dacheng Tao:
BEVSimDet: Simulated Multi-modal Distillation in Bird's-Eye View for Multi-view 3D Object Detection. CoRR abs/2303.16818 (2023)
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  - journals/corr/abs-2304-00948
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Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Dacheng Tao, Xuelong Li:
VTAE: Variational Transformer Autoencoder with Manifolds Learning. CoRR abs/2304.00948 (2023)
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Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao:
Quantum Imitation Learning. CoRR abs/2304.02480 (2023)
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Li Shen, Yan Sun, Zhiyuan Yu, Liang Ding, Xinmei Tian, Dacheng Tao:
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review. CoRR abs/2304.03589 (2023)
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Jizhizi Li, Jing Zhang, Dacheng Tao:
Deep Image Matting: A Comprehensive Survey. CoRR abs/2304.04672 (2023)
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Jinlong Fan, Jing Zhang, Dacheng Tao:
UVA: Towards Unified Volumetric Avatar for View Synthesis, Pose rendering, Geometry and Texture Editing. CoRR abs/2304.06969 (2023)
[i549]
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Kunping Huang, Sen Zhang, Jing Zhang, Dacheng Tao:
Event-based Simultaneous Localization and Mapping: A Comprehensive Survey. CoRR abs/2304.09793 (2023)
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Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR abs/2304.09915 (2023)
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Yongcheng Jing, Xinchao Wang, Dacheng Tao:
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities. CoRR abs/2304.11595 (2023)
[i546]
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Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR abs/2304.11701 (2023)
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Zhi Hou, Baosheng Yu, Dacheng Tao:
Compositional 3D Human-Object Neural Animation. CoRR abs/2304.14070 (2023)
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Yongcheng Jing, Chongbin Yuan, Li Ju, Yiding Yang, Xinchao Wang, Dacheng Tao:
Deep Graph Reprogramming. CoRR abs/2304.14593 (2023)
[i543]
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Yifan Shi, Kang Wei, Li Shen, Yingqi Liu, Xueqian Wang, Bo Yuan, Dacheng Tao:
Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy. CoRR abs/2305.00873 (2023)
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Haibin He, Jing Zhang, Mengyang Xu, Juhua Liu, Bo Du, Dacheng Tao:
Scalable Mask Annotation for Video Text Spotting. CoRR abs/2305.01443 (2023)
[i541]
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Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. CoRR abs/2305.01899 (2023)
[i540]
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  - journals/corr/abs-2305-02034
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Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR abs/2305.02034 (2023)
[i539]
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  - journals/corr/abs-2305-05992
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Jianbin Zheng, Daqing Liu, Chaoyue Wang, Minghui Hu, Zuopeng Yang, Changxing Ding, Dacheng Tao:
MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis. CoRR abs/2305.05992 (2023)
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  - journals/corr/abs-2305-09648
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Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao:
Prompt-Tuning Decision Transformer with Preference Ranking. CoRR abs/2305.09648 (2023)
[i537]
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  - journals/corr/abs-2305-11584
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Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao:
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape. CoRR abs/2305.11584 (2023)
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Hanting Chen, Yunhe Wang, Jianyuan Guo, Dacheng Tao:
VanillaNet: the Power of Minimalism in Deep Learning. CoRR abs/2305.12972 (2023)
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Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Dongsheng Li, Dacheng Tao:
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. CoRR abs/2305.13547 (2023)
[i534]
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  - journals/corr/abs-2305-13871
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Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao:
Improving Heterogeneous Model Reuse by Density Estimation. CoRR abs/2305.13871 (2023)
[i533]
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  - journals/corr/abs-2305-15157
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Yifan Shi, Yingqi Liu, Yan Sun, Zihao Lin, Li Shen, Xueqian Wang, Dacheng Tao:
Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training. CoRR abs/2305.15157 (2023)
[i532]
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  - journals/corr/abs-2305-15273
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Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao:
Revisiting Token Dropping Strategy in Efficient BERT Pretraining. CoRR abs/2305.15273 (2023)
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
Self-Evolution Learning for Discriminative Language Model Pretraining. CoRR abs/2305.15275 (2023)
[i530]
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  - journals/corr/abs-2305-15832
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Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao:
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation. CoRR abs/2305.15832 (2023)
[i529]
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Guozheng Ma, Linrui Zhang, Haoyu Wang, Lu Li, Zilin Wang, Zhen Wang, Li Shen, Xueqian Wang, Dacheng Tao:
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning. CoRR abs/2305.16379 (2023)
[i528]
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  - journals/corr/abs-2305-18413
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Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao:
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning. CoRR abs/2305.18413 (2023)
[i527]
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  - journals/corr/abs-2305-19957
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Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao:
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CoRR abs/2305.19957 (2023)
[i526]
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  - journals/corr/abs-2306-00434
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Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo:
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. CoRR abs/2306.00434 (2023)
[i525]
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  - journals/corr/abs-2306-00964
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Minghui Hu, Jianbin Zheng, Daqing Liu, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham:
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation. CoRR abs/2306.00964 (2023)
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Haibo Qiu, Baosheng Yu, Dacheng Tao:
Collect-and-Distribute Transformer for 3D Point Cloud Analysis. CoRR abs/2306.01257 (2023)
[i523]
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  - journals/corr/abs-2306-02585
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Changcheng Xiao, Qiong Cao, Yujie Zhong, Long Lan, Xiang Zhang, Huayue Cai, Zhigang Luo, Dacheng Tao:
MotionTrack: Learning Motion Predictor for Multiple Object Tracking. CoRR abs/2306.02585 (2023)
[i522]
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  - journals/corr/abs-2306-02913
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Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao:
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. CoRR abs/2306.02913 (2023)
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  - journals/corr/abs-2306-03166
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Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao:
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training. CoRR abs/2306.03166 (2023)
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Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Towards Arbitrarily Expressive GNNs in O(n²) Space by Rethinking Folklore Weisfeiler-Lehman. CoRR abs/2306.03266 (2023)
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Xinbiao Wang, Yuxuan Du, Zhuozhuo Tu, Yong Luo, Xiao Yuan, Dacheng Tao:
Transition role of entangled data in quantum machine learning. CoRR abs/2306.03481 (2023)
[i518]
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Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Jun Cheng, Dacheng Tao:
Human-imperceptible, Machine-recognizable Images. CoRR abs/2306.03679 (2023)
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Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao:
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning. CoRR abs/2306.04875 (2023)
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Yan Sun, Li Shen, Dacheng Tao:
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization. CoRR abs/2306.05706 (2023)
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Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao:
Structured Cooperative Learning with Graphical Model Priors. CoRR abs/2306.09595 (2023)
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Ting Zhe, Yongqian Li, Jing Zhang, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes. CoRR abs/2306.10858 (2023)
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Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. CoRR abs/2306.15880 (2023)
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Sihan Ma, Qiong Cao, Hongwei Yi, Jing Zhang, Dacheng Tao:
GraMMaR: Ground-aware Motion Model for 3D Human Motion Reconstruction. CoRR abs/2306.16736 (2023)
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Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Tianshuo Xu, Xiaoshuai Sun, Tongliang Liu, Rongrong Ji, Dacheng Tao:
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. CoRR abs/2306.17504 (2023)
[i510]
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Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao:
Image Captions are Natural Prompts for Text-to-Image Models. CoRR abs/2307.08526 (2023)
[i509]
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Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao:
Heterogeneous Federated Learning: State-of-the-art and Research Challenges. CoRR abs/2307.10616 (2023)
[i508]
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Cheng Wen, Baosheng Yu, Rao Fu, Dacheng Tao:
Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach. CoRR abs/2307.12049 (2023)
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Chao Zhang, Xinyu Chen, Wensheng Li, Lixue Liu, Wei Wu, Dacheng Tao:
Understanding Deep Neural Networks via Linear Separability of Hidden Layers. CoRR abs/2307.13962 (2023)
[i506]
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Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao:
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. CoRR abs/2307.14070 (2023)
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Yan Sun, Li Shen, Hao Sun, Liang Ding, Dacheng Tao:
Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup. CoRR abs/2308.00522 (2023)
[i504]
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Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem:
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR abs/2308.01746 (2023)
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Yiyang Chen, Shanshan Zhao, Changxing Ding, Liyao Tang, Chaoyue Wang, Dacheng Tao:
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation. CoRR abs/2308.02883 (2023)
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Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao:
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR abs/2308.05721 (2023)
[i501]
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Qinglun Li, Li Shen, Guanghao Li, Quanjun Yin, Dacheng Tao:
DFedADMM: Dual Constraints Controlled Model Inconsistency for Decentralized Federated Learning. CoRR abs/2308.08290 (2023)
[i500]
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Xiaoge Deng, Li Shen, Shengwei Li, Tao Sun, Dongsheng Li, Dacheng Tao:
Towards Understanding the Generalizability of Delayed Stochastic Gradient Descent. CoRR abs/2308.09430 (2023)
[i499]
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Yuxuan Du, Yibo Yang, Tongliang Liu, Zhouchen Lin, Bernard Ghanem, Dacheng Tao:
ShadowNet for Data-Centric Quantum System Learning. CoRR abs/2308.11290 (2023)
[i498]
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Qingyue Wang, Liang Ding, Yanan Cao, Zhiliang Tian, Shi Wang, Dacheng Tao, Li Guo:
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models. CoRR abs/2308.15022 (2023)
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Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao:
MerA: Merging Pretrained Adapters For Few-Shot Learning. CoRR abs/2308.15982 (2023)
[i496]
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Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang:
CktGNN: Circuit Graph Neural Network for Electronic Design Automation. CoRR abs/2308.16406 (2023)
[i495]
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  - journals/corr/abs-2309-00023
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Enneng Yang, Zhenyi Wang, Li Shen, Nan Yin, Tongliang Liu, Guibing Guo, Xingwei Wang, Dacheng Tao:
Continual Learning From a Stream of APIs. CoRR abs/2309.00023 (2023)
[i494]
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  - journals/corr/abs-2309-00188
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Shengcong Chen, Changxing Ding, Dacheng Tao, Hao Chen:
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation. CoRR abs/2309.00188 (2023)
[i493]
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Fengxiang Bie, Yibo Yang, Zhongzhu Zhou, Adam Ghanem, Minjia Zhang, Zhewei Yao, Xiaoxia Wu, Connor Holmes, Pareesa Ameneh Golnari, David A. Clifton, Yuxiong He, Dacheng Tao, Shuaiwen Leon Song:
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model. CoRR abs/2309.00810 (2023)
[i492]
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Dingfeng Shi, Qiong Cao, Yujie Zhong, Shan An, Jian Cheng, Haogang Zhu, Dacheng Tao:
Temporal Action Localization with Enhanced Instant Discriminability. CoRR abs/2309.05590 (2023)
[i491]
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  - journals/corr/abs-2309-09719
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Hao Sun, Li Shen, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao:
FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data. CoRR abs/2309.09719 (2023)
[i490]
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Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR abs/2309.10376 (2023)
[i489]
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Haoyu Wang, Guozheng Ma, Cong Yu, Ning Gui, Linrui Zhang, Zhiqi Huang, Suwei Ma, Yongzhe Chang, Sen Zhang, Li Shen, Xueqian Wang, Peilin Zhao, Dacheng Tao:
Are Large Language Models Really Robust to Word-Level Perturbations? CoRR abs/2309.11166 (2023)
[i488]
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  - journals/corr/abs-2309-12639
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Xiaoheng Jiang, Kaiyi Guo, Yang Lu, Feng Yan, Hao Liu, Jiale Cao, Mingliang Xu, Dacheng Tao:
CINFormer: Transformer network with multi-stage CNN feature injection for surface defect segmentation. CoRR abs/2309.12639 (2023)
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Feng Yan, Xiaoheng Jiang, Yang Lu, Lisha Cui, Shupan Li, Jiale Cao, Mingliang Xu, Dacheng Tao:
Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects. CoRR abs/2309.12641 (2023)
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Changtong Zan, Liang Ding, Li Shen, Yibin Lei, Yibing Zhan, Weifeng Liu, Dacheng Tao:
Unlikelihood Tuning on Negative Samples Amazingly Improves Zero-Shot Translation. CoRR abs/2309.16599 (2023)
[i485]
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Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One for All: Towards Training One Graph Model for All Classification Tasks. CoRR abs/2310.00149 (2023)
[i484]
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  - journals/corr/abs-2310-02575
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Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao:
AdaMerging: Adaptive Model Merging for Multi-Task Learning. CoRR abs/2310.02575 (2023)
[i483]
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  - journals/corr/abs-2310-03123
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Zihao Lin, Yan Sun, Yifan Shi, Xueqian Wang, Lifu Huang, Li Shen, Dacheng Tao:
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models. CoRR abs/2310.03123 (2023)
[i482]
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Yan Sun, Li Shen, Dacheng Tao:
Which mode is better for federated learning? Centralized or Decentralized. CoRR abs/2310.03461 (2023)
[i481]
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  - journals/corr/abs-2310-04742
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Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao:
Parameter Efficient Multi-task Model Fusion with Partial Linearization. CoRR abs/2310.04742 (2023)
[i480]
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Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao:
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR abs/2310.07418 (2023)
[i479]
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Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao:
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. CoRR abs/2310.07743 (2023)
[i478]
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  - journals/corr/abs-2310-08184
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Hongling Zheng, Li Shen, Anke Tang, Yong Luo, Han Hu, Bo Du, Dacheng Tao:
Learn From Model Beyond Fine-Tuning: A Survey. CoRR abs/2310.08184 (2023)
[i477]
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  - journals/corr/abs-2310-09762
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Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao:
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. CoRR abs/2310.09762 (2023)
[i476]
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  - journals/corr/abs-2310-09832
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Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao:
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts. CoRR abs/2310.09832 (2023)
[i475]
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  - journals/corr/abs-2310-11866
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Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao:
Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function. CoRR abs/2310.11866 (2023)
[i474]
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Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models. CoRR abs/2310.13315 (2023)
[i473]
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Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR abs/2310.19142 (2023)
[i472]
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Miaoxi Zhu, Li Shen, Bo Du, Dacheng Tao:
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm. CoRR abs/2310.20369 (2023)
[i471]
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Yang Qian, Yuxuan Du, Zhenliang He, Min-Hsiu Hsieh, Dacheng Tao:
Multimodal deep representation learning for quantum cross-platform verification. CoRR abs/2311.03713 (2023)
[i470]
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Zeqiao Zhou, Yuxuan Du, Xu-Fei Yin, Shanshan Zhao, Xinmei Tian, Dacheng Tao:
Optical Quantum Sensing for Agnostic Environments via Deep Learning. CoRR abs/2311.07203 (2023)
[i469]
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Zhe Zhang, Gaochang Wu, Jing Zhang, Chunhua Shen, Dacheng Tao, Tianyou Chai:
DA-STC: Domain Adaptive Video Semantic Segmentation via Spatio-Temporal Consistency. CoRR abs/2311.13254 (2023)
[i468]
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Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Baoyuan Wu, Chun Yuan, Dacheng Tao:
Task-Distributionally Robust Data-Free Meta-Learning. CoRR abs/2311.14756 (2023)
[i467]
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Minghui Hu, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham:
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. CoRR abs/2311.15744 (2023)
[i466]
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Wenquan Lu, Yufei Xu, Jing Zhang, Chaoyue Wang, Dacheng Tao:
HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting. CoRR abs/2311.17957 (2023)
[i465]
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Kaiwen Yang, Tao Shen, Xinmei Tian, Xiubo Geng, Chongyang Tao, Dacheng Tao, Tianyi Zhou:
Good Questions Help Zero-Shot Image Reasoning. CoRR abs/2312.01598 (2023)
[i464]
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Xubin Zhong, Changxing Ding, Yupeng Hu, Dacheng Tao:
Disentangled Interaction Representation for One-Stage Human-Object Interaction Detection. CoRR abs/2312.01713 (2023)
[i463]
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  - journals/corr/abs-2312-06173
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Anke Tang, Li Shen, Yong Luo, Liang Ding, Han Hu, Bo Du, Dacheng Tao:
Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion. CoRR abs/2312.06173 (2023)
[i462]
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Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao:
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection. CoRR abs/2312.07495 (2023)
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Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao:
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. CoRR abs/2312.11112 (2023)
[i460]
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Aishan Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao:
Pre-trained Trojan Attacks for Visual Recognition. CoRR abs/2312.15172 (2023)
[i459]
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Yunhe Wang, Hanting Chen, Yehui Tang, Tianyu Guo, Kai Han, Ying Nie, Xutao Wang, Hailin Hu, Zheyuan Bai, Yun Wang, Fangcheng Liu, Zhicheng Liu, Jianyuan Guo, Sinan Zeng, Yinchen Zhang, Qinghua Xu, Qun Liu, Jun Yao, Chao Xu, Dacheng Tao:
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation. CoRR abs/2312.17276 (2023)
2022
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Yuxiang Yang, Zhihao Ni, Mingyu Gao, Jing Zhang, Dacheng Tao:
Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning. IEEE CAA J. Autom. Sinica 9(1): 135-145 (2022)
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Yun Liu, Ming-Ming Cheng, Deng-Ping Fan, Le Zhang, Jia-Wang Bian, Dacheng Tao:
Semantic Edge Detection with Diverse Deep Supervision. Int. J. Comput. Vis. 130(1): 179-198 (2022)
[j593]
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Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
Bridging Composite and Real: Towards End-to-End Deep Image Matting. Int. J. Comput. Vis. 130(2): 246-266 (2022)
[j592]
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Yuxiang Yang, Qi Cao, Jing Zhang, Dacheng Tao:
CODON: On Orchestrating Cross-Domain Attentions for Depth Super-Resolution. Int. J. Comput. Vis. 130(2): 267-284 (2022)
[j591]
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Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
Wide-Angle Image Rectification: A Survey. Int. J. Comput. Vis. 130(3): 747-776 (2022)
[j590]
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Qi Zheng, Mingming Gong, Xinge You, Dacheng Tao:
A Unified B-Spline Framework for Scale-Invariant Keypoint Detection. Int. J. Comput. Vis. 130(3): 777-799 (2022)
[j589]
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Bo Du, Jian Ye, Jing Zhang, Juhua Liu, Dacheng Tao:
I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-Shaped Scene Text Detection. Int. J. Comput. Vis. 130(8): 1961-1977 (2022)
[j588]
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Wei Zhai, Hongchen Luo, Jing Zhang, Yang Cao, Dacheng Tao:
One-Shot Object Affordance Detection in the Wild. Int. J. Comput. Vis. 130(10): 2472-2500 (2022)
[j587]
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Sen Zhang, Jing Zhang, Dacheng Tao:
Information-Theoretic Odometry Learning. Int. J. Comput. Vis. 130(11): 2553-2570 (2022)
[j586]
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  - journals/iotj/GaoSBSYPTW22
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Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen:
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. IEEE Internet Things J. 9(7): 5200-5215 (2022)
[j585]
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Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao:
GAN-MDF: An Enabling Method for Multifidelity Data Fusion. IEEE Internet Things J. 9(15): 13405-13415 (2022)
[j584]
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Jun Yu, Min Tan, Hongyuan Zhang, Yong Rui, Dacheng Tao:
Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 563-578 (2022)
[j583]
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Changxing Ding, Kan Wang, Pengfei Wang, Dacheng Tao:
Multi-Task Learning With Coarse Priors for Robust Part-Aware Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1474-1488 (2022)
[j582]
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Xu Yang, Cheng Deng, Tongliang Liu, Dacheng Tao:
Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1992-2003 (2022)
[j581]
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Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao:
Fast Class-Wise Updating for Online Hashing. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2453-2467 (2022)
[j580]
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Chaohui Wang, Huan Fu, Dacheng Tao, Michael J. Black:
Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2641-2656 (2022)
[j579]
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Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao:
Optimizing Latent Distributions for Non-Adversarial Generative Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2657-2672 (2022)
[j578]
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Chen Gong, Qizhou Wang, Tongliang Liu, Bo Han, Jane You, Jian Yang, Dacheng Tao:
Instance-Dependent Positive and Unlabeled Learning With Labeling Bias Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4163-4177 (2022)
[j577]
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Liu Liu, Ji Liu, Dacheng Tao:
Variance Reduced Methods for Non-Convex Composition Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5813-5825 (2022)
[j576]
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Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao:
End2End Occluded Face Recognition by Masking Corrupted Features. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6939-6952 (2022)
[j575]
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Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao:
Exposure Trajectory Recovery From Motion Blur. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7490-7504 (2022)
[j574]
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Kai Han, Yunhe Wang, Chang Xu, Chunjing Xu, Enhua Wu, Dacheng Tao:
Learning Versatile Convolution Filters for Efficient Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7731-7746 (2022)
[j573]
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Baosheng Yu, Dacheng Tao:
Heatmap Regression via Randomized Rounding. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8276-8289 (2022)
[j572]
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Hao Wang, Cheng Deng, Tongliang Liu, Dacheng Tao:
Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9181-9194 (2022)
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Fusheng Hao, Fengxiang He, Jun Cheng, Dacheng Tao:
Global-Local Interplay in Semantic Alignment for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4351-4363 (2022)
[j570]
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Rui Jin, Jing Zhang, Jianyu Yang, Dacheng Tao:
Multibranch Adversarial Regression for Domain Adaptative Hand Pose Estimation. IEEE Trans. Circuits Syst. Video Technol. 32(9): 6125-6136 (2022)
[j569]
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Jingchen Ke, Chen Gong, Tongliang Liu, Lin Zhao, Jian Yang, Dacheng Tao:
Laplacian Welsch Regularization for Robust Semisupervised Learning. IEEE Trans. Cybern. 52(1): 164-177 (2022)
[j568]
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Liping Xie, Weili Guo, Haikun Wei, Yuanyan Tang, Dacheng Tao:
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data. IEEE Trans. Cybern. 52(3): 1772-1784 (2022)
[j567]
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Jun Cheng, Lei Wang, Jiaji Wu, Xiping Hu, Gwanggil Jeon, Dacheng Tao, Mengchu Zhou:
Visual Relationship Detection: A Survey. IEEE Trans. Cybern. 52(8): 8453-8466 (2022)
[j566]
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Kun Wei, Cheng Deng, Xu Yang, Dacheng Tao:
Incremental Zero-Shot Learning. IEEE Trans. Cybern. 52(12): 13788-13799 (2022)
[j565]
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Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao:
Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j564]
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Xinyu Wu, Ye Yuan, Xikun Zhang, Can Wang, Tiantian Xu, Dacheng Tao:
Gait Phase Classification for a Lower Limb Exoskeleton System Based on a Graph Convolutional Network Model. IEEE Trans. Ind. Electron. 69(5): 4999-5008 (2022)
[j563]
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Yongsheng Dong, Wei Tan, Dacheng Tao, Lintao Zheng, Xuelong Li:
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization. IEEE Trans. Image Process. 31: 485-498 (2022)
[j562]
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Jun Cheng, Fusheng Hao, Liu Liu, Dacheng Tao:
Imposing Semantic Consistency of Local Descriptors for Few-Shot Learning. IEEE Trans. Image Process. 31: 1587-1600 (2022)
[j561]
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Wen Wang, Jing Zhang, Wei Zhai, Yang Cao, Dacheng Tao:
Robust Object Detection via Adversarial Novel Style Exploration. IEEE Trans. Image Process. 31: 1949-1962 (2022)
[j560]
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Xu Yang, Hao Wang, De Xie, Cheng Deng, Dacheng Tao:
Object-Agnostic Transformers for Video Referring Segmentation. IEEE Trans. Image Process. 31: 2839-2849 (2022)
[j559]
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Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
DUT: Learning Video Stabilization by Simply Watching Unstable Videos. IEEE Trans. Image Process. 31: 4306-4320 (2022)
[j558]
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Xiao Wang, Zhe Chen, Bo Jiang, Jin Tang, Bin Luo, Dacheng Tao:
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-Based Beam Search. IEEE Trans. Image Process. 31: 6239-6254 (2022)
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao:
Quantum Differentially Private Sparse Regression Learning. IEEE Trans. Inf. Theory 68(8): 5217-5233 (2022)
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Haibo Qiu, Baosheng Yu, Dacheng Tao:
GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation. Trans. Mach. Learn. Res. 2022 (2022)
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Jingwei Zhang, Tongliang Liu, Dacheng Tao:
On the Rates of Convergence From Surrogate Risk Minimizers to the Bayes Optimal Classifier. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5766-5774 (2022)
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Mingyu Fan, Xiaoqin Zhang, Jie Hu, Nannan Gu, Dacheng Tao:
Adaptive Data Structure Regularized Multiclass Discriminative Feature Selection. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5859-5872 (2022)
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Yang Jiao, Kai Yang, Dongjin Song, Dacheng Tao:
TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series. IEEE Trans. Netw. Sci. Eng. 9(3): 1604-1619 (2022)
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Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao:
SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection. AAAI 2022: 221-229
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Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao:
Continual Learning through Retrieval and Imagination. AAAI 2022: 8594-8602
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Liang Ding, Longyue Wang, Shuming Shi, Dacheng Tao, Zhaopeng Tu:
Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. ACL (1) 2022: 2417-2426
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Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao:
A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. ACL (1) 2022: 7984-8002
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Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao:
Harnessing Perceptual Adversarial Patches for Crowd Counting. CCS 2022: 2055-2069
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Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao:
Attentive Cascaded Pyramid Network for Online Video Stabilization. CICAI (1) 2022: 18-29
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Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao:
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. COLING 2022: 5029-5034
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Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao:
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis. COLING 2022: 6691-6704
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Yifen Li, Xiaohui Bei, Youming Qiao, Dacheng Tao, Zhiya Chen:
Heterogeneous Multi-commodity Network Flows over Time. CSR 2022: 238-255
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Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao:
Continual Learning with Lifelong Vision Transformer. CVPR 2022: 171-181
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Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao:
Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition. CVPR 2022: 2027-2036
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Learning Affordance Grounding from Exocentric Images. CVPR 2022: 2242-2251
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Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao:
Defensive Patches for Robust Recognition in the Physical World. CVPR 2022: 2446-2455
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Zhe Chen, Jing Zhang, Dacheng Tao:
Recurrent Glimpse-based Decoder for Detection with Transformer. CVPR 2022: 5250-5259
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Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao:
Source-Free Domain Adaptation via Distribution Estimation. CVPR 2022: 7202-7212
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Zhi Hou, Baosheng Yu, Dacheng Tao:
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. CVPR 2022: 7246-7256
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Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao:
Modeling Image Composition for Complex Scene Generation. CVPR 2022: 7754-7763
[c492]
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Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao:
GMFlow: Learning Optical Flow via Global Matching. CVPR 2022: 8111-8120
[c491]
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Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao:
Contrastive Boundary Learning for Point Cloud Segmentation. CVPR 2022: 8479-8489
[c490]
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Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao:
Learning to Collaborate in Decentralized Learning of Personalized Models. CVPR 2022: 9756-9765
[c489]
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Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan:
Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning. CVPR 2022: 10164-10173
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Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao:
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. CVPR 2022: 12042-12052
[c487]
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Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao:
Bridged Transformer for Vision and Point Cloud 3D Object Detection. CVPR 2022: 12104-12113
[c486]
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Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao:
Patch Slimming for Efficient Vision Transformers. CVPR 2022: 12155-12164
[c485]
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Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao:
Few-shot Backdoor Defense Using Shapley Estimation. CVPR 2022: 13348-13357
[c484]
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Ruibin Wang, Yibo Yang, Dacheng Tao:
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CVPR 2022: 14351-14360
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Jiaxian Guo, Jiachen Li, Huan Fu, Mingming Gong, Kun Zhang, Dacheng Tao:
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint. CVPR 2022: 18228-18238
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Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao:
RU-Net: Regularized Unrolling Network for Scene Graph Generation. CVPR 2022: 19435-19444
[c481]
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Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao:
HL-Net: Heterophily Learning Network for Scene Graph Generation. CVPR 2022: 19454-19463
[c480]
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  - conf/cvpr/QuDLZT22
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Xian Qu, Changxing Ding, Xingao Li, Xubin Zhong, Dacheng Tao:
Distillation Using Oracle Queries for Transformer-based Human-Object Interaction Detection. CVPR 2022: 19536-19545
[c479]
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Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao:
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. CVPR 2022: 20844-20853
[c478]
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Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao:
Towards Data-Efficient Detection Transformers. ECCV (9) 2022: 88-105
[c477]
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Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao:
ReAct: Temporal Action Detection with Relational Queries. ECCV (10) 2022: 105-121
[c476]
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Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao:
Learning Graph Neural Networks for Image Style Transfer. ECCV (7) 2022: 111-128
[c475]
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Sen Zhang, Jing Zhang, Dacheng Tao:
Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics. ECCV (38) 2022: 143-160
[c474]
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Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao:
BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation. ECCV (34) 2022: 165-182
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Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao:
Balancing Stability and Plasticity Through Advanced Null Space in Continual Learning. ECCV (26) 2022: 219-236
[c472]
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Zhi Hou, Baosheng Yu, Dacheng Tao:
Discovering Human-Object Interaction Concepts via Self-Compositional Learning. ECCV (27) 2022: 461-478
[c471]
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Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao:
VSA: Learning Varied-Size Window Attention in Vision Transformers. ECCV (25) 2022: 466-483
[c470]
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Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao:
RegionCL: Exploring Contrastive Region Pairs for Self-supervised Representation Learning. ECCV (33) 2022: 477-494
[c469]
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Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao:
ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning. ECCV (38) 2022: 533-549
[c468]
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Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. ECCV (37) 2022: 545-563
[c467]
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Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) 2022: 582-599
[c466]
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Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao:
Online Continual Learning with Contrastive Vision Transformer. ECCV (20) 2022: 631-650
[c465]
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  - conf/eccv/ZhaoZZT22
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Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao:
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes. ECCV (38) 2022: 708-726
[c464]
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Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. ECCV (27) 2022: 729-747
[c463]
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  - conf/emnlp/He0DZT22
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Shwai He, Liang Ding, Daize Dong, Jeremy Zhang, Dacheng Tao:
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. EMNLP (Findings) 2022: 2184-2190
[c462]
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Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao:
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. EMNLP (Findings) 2022: 4064-4085
[c461]
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Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao:
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. EMNLP 2022: 11975-11992
[c460]
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  - conf/icdm/0002ST22
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Xikun Zhang, Dongjin Song, Dacheng Tao:
Sparsified Subgraph Memory for Continual Graph Representation Learning. ICDM 2022: 1335-1340
[c459]
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Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao:
Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning. ICLR 2022
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Shaopeng Fu, Fengxiang He, Dacheng Tao:
Knowledge Removal in Sampling-based Bayesian Inference. ICLR 2022
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Jiaxian Guo, Mingming Gong, Dacheng Tao:
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning. ICLR 2022
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Wen Wang, Yang Cao, Jing Zhang, Dacheng Tao:
FP-DETR: Detection Transformer Advanced by Fully Pre-training. ICLR 2022
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Yingjie Wang, Xianrui Zhong, Fengxiang He, Hong Chen, Dacheng Tao:
Huber Additive Models for Non-stationary Time Series Analysis. ICLR 2022
[c454]
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Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Gang Niu, Masashi Sugiyama, Dacheng Tao:
Rethinking Class-Prior Estimation for Positive-Unlabeled Learning. ICLR 2022
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Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao:
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. ICML 2022: 4587-4604
[c452]
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Kaiwen Yang, Tianyi Zhou, Xinmei Tian, Dacheng Tao:
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning. ICML 2022: 25364-25381
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Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao:
Topology-aware Generalization of Decentralized SGD. ICML 2022: 27479-27503
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  - conf/icra/Zhang0T22
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Sen Zhang, Jing Zhang, Dacheng Tao:
Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World. ICRA 2022: 5601-5607
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  - conf/ijcai/ZhangSYCWYT22
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Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao:
Penalized Proximal Policy Optimization for Safe Reinforcement Learning. IJCAI 2022: 3744-3750
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Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao:
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. IJCAI 2022: 5678-5685
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  - conf/iros/ZhangYSLWT22
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Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao:
Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. IROS 2022: 9027-9033
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Ning Wang, Jing Zhang, Lefei Zhang, Dacheng Tao:
GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation. ACM Multimedia 2022: 2182-2190
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Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Bo Du, Dacheng Tao:
Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition. MMSP 2022: 1-6
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  - conf/mmsp/YangLHZDT22
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Qiancheng Yang, Yong Luo, Han Hu, Xin Zhou, Bo Du, Dacheng Tao:
Robust Metric Boosts Transfer. MMSP 2022: 1-6
[c443]
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Xikun Zhang, Dongjin Song, Dacheng Tao:
CGLB: Benchmark Tasks for Continual Graph Learning. NeurIPS 2022
[c442]
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Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao:
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. NeurIPS 2022
[c441]
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Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao:
Benefits of Permutation-Equivariance in Auction Mechanisms. NeurIPS 2022
[c440]
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Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation. NeurIPS 2022
[c439]
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Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao:
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022
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Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao:
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach. NeurIPS 2022
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Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao:
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. NeurIPS 2022
[c436]
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Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao:
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits. NeurIPS 2022
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  - conf/sigir/RaoW0QZLT22
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Jun Rao, Fei Wang, Liang Ding, Shuhan Qi, Yibing Zhan, Weifeng Liu, Dacheng Tao:
Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text Retrieval. SIGIR 2022: 2727-2737
[c434]
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Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, Dacheng Tao:
Vega-MT: The JD Explore Academy Machine Translation System for WMT22. WMT 2022: 411-422
[i458]
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  - journals/corr/abs-2201-00107
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Pengfei Wang, Changxing Ding, Zhiyin Shao, Zhibin Hong, Shengli Zhang, Dacheng Tao:
Quality-aware Part Models for Occluded Person Re-identification. CoRR abs/2201.00107 (2022)
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  - journals/corr/abs-2201-01976
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Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao:
SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection. CoRR abs/2201.01976 (2022)
[i456]
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  - journals/corr/abs-2201-04831
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Hua Jin, Dacheng Tao:
Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis. CoRR abs/2201.04831 (2022)
[i455]
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  - journals/corr/abs-2201-05047
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Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao:
TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers. CoRR abs/2201.05047 (2022)
[i454]
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  - journals/corr/abs-2201-07365
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Liang Ding, Keqin Peng, Dacheng Tao:
Improving Neural Machine Translation by Denoising Training. CoRR abs/2201.07365 (2022)
[i453]
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  - journals/corr/abs-2201-11380
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Tiansheng Huang, Shiwei Liu, Li Shen, Fengxiang He, Weiwei Lin, Dacheng Tao:
Achieving Personalized Federated Learning with Sparse Local Models. CoRR abs/2201.11380 (2022)
[i452]
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  - journals/corr/abs-2202-07271
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Yibing Zhan, Zhi Chen, Jun Yu, Baosheng Yu, Dacheng Tao, Yong Luo:
Hyper-relationship Learning Network for Scene Graph Generation. CoRR abs/2202.07271 (2022)
[i451]
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  - journals/corr/abs-2202-10108
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Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao:
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond. CoRR abs/2202.10108 (2022)
[i450]
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  - journals/corr/abs-2203-01522
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Zhi Hou, Baosheng Yu, Dacheng Tao:
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. CoRR abs/2203.01522 (2022)
[i449]
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  - journals/corr/abs-2203-03853
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Jun Rao, Fei Wang, Liang Ding, Shuhan Qi, Yibing Zhan, Weifeng Liu, Dacheng Tao:
Where Does the Performance Improvement Come From? - A Reproducibility Concern about Image-Text Retrieval. CoRR abs/2203.03853 (2022)
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  - journals/corr/abs-2203-03888
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Robin Wang, Yibo Yang, Dacheng Tao:
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CoRR abs/2203.03888 (2022)
[i447]
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  - journals/corr/abs-2203-05272
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Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao:
Contrastive Boundary Learning for Point Cloud Segmentation. CoRR abs/2203.05272 (2022)
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  - journals/corr/abs-2203-05712
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Sen Zhang, Jing Zhang, Dacheng Tao:
Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World. CoRR abs/2203.05712 (2022)
[i445]
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  - journals/corr/abs-2203-05724
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Sen Zhang, Jing Zhang, Dacheng Tao:
Information-Theoretic Odometry Learning. CoRR abs/2203.05724 (2022)
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  - journals/corr/abs-2203-09081
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Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao:
Do We Really Need a Learnable Classifier at the End of Deep Neural Network? CoRR abs/2203.09081 (2022)
[i443]
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  - journals/corr/abs-2203-09249
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Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan:
Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning. CoRR abs/2203.09249 (2022)
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  - journals/corr/abs-2203-09376
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Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao:
Gaussian initializations help deep variational quantum circuits escape from the barren plateau. CoRR abs/2203.09376 (2022)
[i441]
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  - journals/corr/abs-2203-09507
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Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao:
Towards Data-Efficient Detection Transformers. CoRR abs/2203.09507 (2022)
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  - journals/corr/abs-2203-09905
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Learning Affordance Grounding from Exocentric Images. CoRR abs/2203.09905 (2022)
[i439]
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  - journals/corr/abs-2203-12964
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Shaopeng Fu, Fengxiang He, Dacheng Tao:
Knowledge Removal in Sampling-based Bayesian Inference. CoRR abs/2203.12964 (2022)
[i438]
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  - journals/corr/abs-2203-14272
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Zhi Hou, Baosheng Yu, Dacheng Tao:
Discovering Human-Object Interaction Concepts via Self-Compositional Learning. CoRR abs/2203.14272 (2022)
[i437]
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  - journals/corr/abs-2203-14533
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Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao:
Robust Unlearnable Examples: Protecting Data Against Adversarial Learning. CoRR abs/2203.14533 (2022)
[i436]
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  - journals/corr/abs-2203-16828
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Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao:
Rethinking Portrait Matting with Privacy Preserving. CoRR abs/2203.16828 (2022)
[i435]
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  - journals/corr/abs-2204-01244
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Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CoRR abs/2204.01244 (2022)
[i434]
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  - journals/corr/abs-2204-01254
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Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao:
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning. CoRR abs/2204.01254 (2022)
[i433]
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  - journals/corr/abs-2204-02811
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Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao:
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation. CoRR abs/2204.02811 (2022)
[i432]
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  - journals/corr/abs-2204-02825
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Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao:
An Empirical Study of Remote Sensing Pretraining. CoRR abs/2204.02825 (2022)
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  - journals/corr/abs-2204-04654
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Shilin Xu, Xiangtai Li, Jingbo B. Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. CoRR abs/2204.04654 (2022)
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Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. CoRR abs/2204.04655 (2022)
[i429]
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  - journals/corr/abs-2204-06213
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Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao:
Defensive Patches for Robust Recognition in the Physical World. CoRR abs/2204.06213 (2022)
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Chuang Liu, Yibing Zhan, Chang Li, Bo Du, Jia Wu, Wenbin Hu, Tongliang Liu, Dacheng Tao:
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. CoRR abs/2204.07321 (2022)
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Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao:
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis. CoRR abs/2204.07832 (2022)
[i426]
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Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao:
Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation. CoRR abs/2204.07834 (2022)
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Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao:
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation. CoRR abs/2204.07837 (2022)
[i424]
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Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao:
VSA: Learning Varied-Size Window Attention in Vision Transformers. CoRR abs/2204.08446 (2022)
[i423]
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  - journals/corr/abs-2204-09867
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Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao:
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation. CoRR abs/2204.09867 (2022)
[i422]
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  - journals/corr/abs-2204-11257
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Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao:
Source-Free Domain Adaptation via Distribution Estimation. CoRR abs/2204.11257 (2022)
[i421]
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  - journals/corr/abs-2204-12139
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Youjian Zhang, Chaoyue Wang, Dacheng Tao:
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring. CoRR abs/2204.12139 (2022)
[i420]
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Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation. CoRR abs/2204.12484 (2022)
[i419]
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  - journals/corr/abs-2204-12997
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Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao:
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. CoRR abs/2204.12997 (2022)
[i418]
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  - journals/corr/abs-2205-01297
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Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao:
RU-Net: Regularized Unrolling Network for Scene Graph Generation. CoRR abs/2205.01297 (2022)
[i417]
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Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao:
HL-Net: Heterophily Learning Network for Scene Graph Generation. CoRR abs/2205.01316 (2022)
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Yuxuan Du, Zhuozhuo Tu, Bujiao Wu, Xiao Yuan, Dacheng Tao:
Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy. CoRR abs/2205.04730 (2022)
[i415]
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Wensheng Li, Chao Zhang, Chuncheng Wang, Hanting Guan, Dacheng Tao:
Revisiting PINNs: Generative Adversarial Physics-informed Neural Networks and Point-weighting Method. CoRR abs/2205.08754 (2022)
[i414]
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Xiao Wang, Zhe Chen, Jin Tang, Bin Luo, Dacheng Tao:
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search. CoRR abs/2205.09676 (2022)
[i413]
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Jing Ma, Xiang Xiang, Zihan Zhang, Yuwen Tan, Yiming Wan, Zhigang Zeng, Dacheng Tao:
Mapping Emulation for Knowledge Distillation. CoRR abs/2205.10490 (2022)
[i412]
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  - journals/corr/abs-2205-11814
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Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Bo Yuan, Xueqian Wang, Dacheng Tao:
Penalized Proximal Policy Optimization for Safe Reinforcement Learning. CoRR abs/2205.11814 (2022)
[i411]
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  - journals/corr/abs-2205-14354
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Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR abs/2205.14354 (2022)
[i410]
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Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao:
Visual Superordinate Abstraction for Robust Concept Learning. CoRR abs/2205.14444 (2022)
[i409]
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  - journals/corr/abs-2205-14912
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation. CoRR abs/2205.14912 (2022)
[i408]
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  - journals/corr/abs-2205-15308
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Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Dacheng Tao:
Parameter-Efficient and Student-Friendly Knowledge Distillation. CoRR abs/2205.15308 (2022)
[i407]
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  - journals/corr/abs-2206-00187
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Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao:
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. CoRR abs/2206.00187 (2022)
[i406]
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  - journals/corr/abs-2206-00923
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Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao:
Modeling Image Composition for Complex Scene Generation. CoRR abs/2206.00923 (2022)
[i405]
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  - journals/corr/abs-2206-01515
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Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao:
Understanding deep learning via decision boundary. CoRR abs/2206.01515 (2022)
[i404]
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  - journals/corr/abs-2206-03066
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Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao:
Recent Advances for Quantum Neural Networks in Generative Learning. CoRR abs/2206.03066 (2022)
[i403]
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  - journals/corr/abs-2206-04551
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Jixian Guo, Mingming Gong, Dacheng Tao:
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning. CoRR abs/2206.04551 (2022)
[i402]
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  - journals/corr/abs-2206-05149
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Jizhizi Li, Jing Zhang, Dacheng Tao:
Referring Image Matting. CoRR abs/2206.05149 (2022)
[i401]
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Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao:
Toward Real-world Single Image Deraining: A New Benchmark and Beyond. CoRR abs/2206.05514 (2022)
[i400]
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  - journals/corr/abs-2206-05683
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Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao:
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. CoRR abs/2206.05683 (2022)
[i399]
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  - journals/corr/abs-2206-07284
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Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao:
A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. CoRR abs/2206.07284 (2022)
[i398]
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  - journals/corr/abs-2206-08661
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Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao:
Boosting Factorization Machines via Saliency-Guided Mixup. CoRR abs/2206.08661 (2022)
[i397]
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  - journals/corr/abs-2206-09325
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Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao:
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. CoRR abs/2206.09325 (2022)
[i396]
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  - journals/corr/abs-2206-09548
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Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao:
Variational Distillation for Multi-View Learning. CoRR abs/2206.09548 (2022)
[i395]
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  - journals/corr/abs-2206-11752
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Xu Zhang, Wen Wang, Zhe Chen, Jing Zhang, Dacheng Tao:
PromptPose: Language Prompt Helps Animal Pose Estimation. CoRR abs/2206.11752 (2022)
[i394]
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  - journals/corr/abs-2206-12680
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Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao:
Topology-aware Generalization of Decentralized SGD. CoRR abs/2206.12680 (2022)
[i393]
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  - journals/corr/abs-2207-01426
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Jun Rao, Liang Ding, Shuhan Qi, Meng Fang, Yang Liu, Li Shen, Dacheng Tao:
Dynamic Contrastive Distillation for Image-Text Retrieval. CoRR abs/2207.01426 (2022)
[i392]
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  - journals/corr/abs-2207-02605
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Haibo Qiu, Baosheng Yu, Dacheng Tao:
GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation. CoRR abs/2207.02605 (2022)
[i391]
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  - journals/corr/abs-2207-04415
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Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao:
SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow. CoRR abs/2207.04415 (2022)
[i390]
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  - journals/corr/abs-2207-04491
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Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao:
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. CoRR abs/2207.04491 (2022)
[i389]
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Sen Zhang, Jing Zhang, Dacheng Tao:
Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics. CoRR abs/2207.04680 (2022)
[i388]
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  - journals/corr/abs-2207-06603
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Zhe Chen, Jing Zhang, Yufei Xu, Dacheng Tao:
Transformer-based Context Condensation for Boosting Feature Pyramids in Object Detection. CoRR abs/2207.06603 (2022)
[i387]
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  - journals/corr/abs-2207-07097
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Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao:
ReAct: Temporal Action Detection with Relational Queries. CoRR abs/2207.07097 (2022)
[i386]
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  - journals/corr/abs-2207-07601
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Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao:
ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning. CoRR abs/2207.07601 (2022)
[i385]
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  - journals/corr/abs-2207-07895
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Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao:
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes. CoRR abs/2207.07895 (2022)
[i384]
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  - journals/corr/abs-2207-11681
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Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao:
Learning Graph Neural Networks for Image Style Transfer. CoRR abs/2207.11681 (2022)
[i383]
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Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao:
Balancing Stability and Plasticity through Advanced Null Space in Continual Learning. CoRR abs/2207.12061 (2022)
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Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao:
Online Continual Learning with Contrastive Vision Transformer. CoRR abs/2207.13516 (2022)
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Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. CoRR abs/2208.03987 (2022)
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Yi-Fan Zhang, Jindong Wang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie:
Domain-Specific Risk Minimization. CoRR abs/2208.08661 (2022)
[i379]
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Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao:
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation. CoRR abs/2208.10160 (2022)
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Simin Li, Huangxinxin Xu, Jiakai Wang, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao:
Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection. CoRR abs/2208.10688 (2022)
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Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu:
Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey. CoRR abs/2208.11857 (2022)
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Grounded Affordance from Exocentric View. CoRR abs/2208.13196 (2022)
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Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao:
Symmetric Pruning in Quantum Neural Networks. CoRR abs/2208.14057 (2022)
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Fengxiang He, Dacheng Tao:
Super-model ecosystem: A domain-adaptation perspective. CoRR abs/2208.14092 (2022)
[i373]
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Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao:
Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition. CoRR abs/2209.03034 (2022)
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Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao:
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. CoRR abs/2209.03316 (2022)
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Haimei Zhao, Jing Zhang, Zhuo Chen, Bo Yuan, Dacheng Tao:
On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation. CoRR abs/2209.08747 (2022)
[i370]
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Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, Dacheng Tao:
Vega-MT: The JD Explore Academy Translation System for WMT22. CoRR abs/2209.09444 (2022)
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Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao:
Towards Robust Referring Image Segmentation. CoRR abs/2209.09554 (2022)
[i368]
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Yang Qian, Yuxuan Du, Dacheng Tao:
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction. CoRR abs/2209.12454 (2022)
[i367]
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Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao:
Exploring the Relationship between Architecture and Adversarially Robust Generalization. CoRR abs/2209.14105 (2022)
[i366]
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  - journals/corr/abs-2210-01391
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Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao:
Bridged Transformer for Vision and Point Cloud 3D Object Detection. CoRR abs/2210.01391 (2022)
[i365]
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Haixiang Sun, Ye Shi, Jingya Wang, Hoang Duong Tuan, H. Vincent Poor, Dacheng Tao:
Alternating Differentiation for Optimization Layers. CoRR abs/2210.01802 (2022)
[i364]
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  - journals/corr/abs-2210-04284
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Shwai He, Liang Ding, Daize Dong, Miao Zhang, Dacheng Tao:
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. CoRR abs/2210.04284 (2022)
[i363]
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Guozheng Ma, Zhen Wang, Zhecheng Yuan, Xueqian Wang, Bo Yuan, Dacheng Tao:
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning. CoRR abs/2210.04561 (2022)
[i362]
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  - journals/corr/abs-2210-05177
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Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao:
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. CoRR abs/2210.05177 (2022)
[i361]
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  - journals/corr/abs-2210-05497
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Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao:
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. CoRR abs/2210.05497 (2022)
[i360]
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  - journals/corr/abs-2210-05579
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Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao:
Benefits of Permutation-Equivariance in Auction Mechanisms. CoRR abs/2210.05579 (2022)
[i359]
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  - journals/corr/abs-2210-05955
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Yuanyuan Wang, Wei Huang, Mingming Gong, Xi Geng, Tongliang Liu, Kun Zhang, Dacheng Tao:
Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations. CoRR abs/2210.05955 (2022)
[i358]
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  - journals/corr/abs-2210-15221
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Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao:
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. CoRR abs/2210.15221 (2022)
[i357]
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  - journals/corr/abs-2211-00824
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Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao:
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach. CoRR abs/2211.00824 (2022)
[i356]
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  - journals/corr/abs-2211-01785
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Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
Rethinking Hierarchies in Pre-trained Plain Vision Transformer. CoRR abs/2211.01785 (2022)
[i355]
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  - journals/corr/abs-2211-05528
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Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu, Dacheng Tao:
Cherry Hypothesis: Identifying the Cherry on the Cake for Dynamic Networks. CoRR abs/2211.05528 (2022)
[i354]
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  - journals/corr/abs-2211-05783
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Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger:
Unifying Flow, Stereo and Depth Estimation. CoRR abs/2211.05783 (2022)
[i353]
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  - journals/corr/abs-2211-10772
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Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao:
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CoRR abs/2211.10772 (2022)
[i352]
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  - journals/corr/abs-2211-10888
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Shanshan Zhao, Mingming Gong, Xi Li, Dacheng Tao:
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis. CoRR abs/2211.10888 (2022)
[i351]
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  - journals/corr/abs-2211-11190
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Qi Zheng, Chaoyue Wang, Daqing Liu, Dadong Wang, Dacheng Tao:
Cross-Modal Contrastive Learning for Robust Reasoning in VQA. CoRR abs/2211.11190 (2022)
[i350]
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  - journals/corr/abs-2211-11571
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Mingye Ju, Charles A. Guo, Chuheng Chen, Jinshan Pan, Jinhui Tang, Dacheng Tao:
SLLEN: Semantic-aware Low-light Image Enhancement Network. CoRR abs/2211.11571 (2022)
[i349]
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  - journals/corr/abs-2211-13508
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Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR abs/2211.13508 (2022)
[i348]
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  - journals/corr/abs-2211-13579
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Yu-Tong Cao, Jingya Wang, Ye Shi, Baosheng Yu, Dacheng Tao:
Knowledge-Aware Federated Active Learning with Non-IID Data. CoRR abs/2211.13579 (2022)
[i347]
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  - journals/corr/abs-2211-13587
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Yu-Tong Cao, Jingya Wang, Baosheng Yu, Dacheng Tao:
Responsible Active Learning via Human-in-the-loop Peer Study. CoRR abs/2211.13587 (2022)
[i346]
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  - journals/corr/abs-2211-14108
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Gang Li, Heliang Zheng, Chaoyue Wang, Chang Li, Changwen Zheng, Dacheng Tao:
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models. CoRR abs/2211.14108 (2022)
[i345]
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  - journals/corr/abs-2211-14842
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Minghui Hu, Chuanxia Zheng, Heliang Zheng, Tat-Jen Cham, Chaoyue Wang, Zuopeng Yang, Dacheng Tao, Ponnuthurai N. Suganthan:
Unified Discrete Diffusion for Simultaneous Vision-Language Generation. CoRR abs/2211.14842 (2022)
[i344]
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  - journals/corr/abs-2212-00965
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Hao Wang, Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao:
AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data. CoRR abs/2212.00965 (2022)
[i343]
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  - journals/corr/abs-2212-01188
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Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang:
Improving Simultaneous Machine Translation with Monolingual Data. CoRR abs/2212.01188 (2022)
[i342]
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  - journals/corr/abs-2212-01853
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Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao:
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. CoRR abs/2212.01853 (2022)
[i341]
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Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao:
Learning to Learn Better for Video Object Segmentation. CoRR abs/2212.02112 (2022)
[i340]
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  - journals/corr/abs-2212-04246
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Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation. CoRR abs/2212.04246 (2022)
[i339]
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  - journals/corr/abs-2212-04420
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Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black:
Generating Holistic 3D Human Motion from Speech. CoRR abs/2212.04420 (2022)
[i338]
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  - journals/corr/abs-2212-05727
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Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao:
Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks. CoRR abs/2212.05727 (2022)
[i337]
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Haibin He, Xinyuan Chen, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao, Yu Qiao:
Diff-Font: Diffusion Model for Robust One-Shot Font Generation. CoRR abs/2212.05895 (2022)
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Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao:
Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. CoRR abs/2212.06998 (2022)
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Xinqi Zhu, Chang Xu, Dacheng Tao:
ContraFeat: Contrasting Deep Features for Semantic Discovery. CoRR abs/2212.07277 (2022)
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Jianzhi Long, Jicang Cai, Abdullah F. Al-Battal, Shiwei Jin, Jing Zhang, Dacheng Tao, Truong Nguyen:
Localizing Scan Targets from Human Pose for Autonomous Lung Ultrasound Imaging. CoRR abs/2212.07867 (2022)
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Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao:
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. CoRR abs/2212.10179 (2022)
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Baopu Qiu, Liang Ding, Di Wu, Lin Shang, Yibing Zhan, Dacheng Tao:
Original or Translated? On the Use of Parallel Data for Translation Quality Estimation. CoRR abs/2212.10257 (2022)
[i331]
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Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi:
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models. CoRR abs/2212.10846 (2022)
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Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao:
On Transforming Reinforcement Learning by Transformer: The Development Trajectory. CoRR abs/2212.14164 (2022)
2021
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  - journals/bioinformatics/GongLSSTTZB21
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Mingming Gong, Peng Liu, Frank C. Sciurba, Petar Stojanov, Dacheng Tao, George C. Tseng, Kun Zhang, Kayhan Batmanghelich:
Unpaired data empowers association tests. Bioinform. 37(6): 785-792 (2021)
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Huimin Lu, Dongpu Cao, Dacheng Tao, Schahram Dustdar, Pin-Han Ho:
Guest Editorial for Special Issue on Cognitive Computing for Collaborative Robotics. IEEE CAA J. Autom. Sinica 8(7): 1221 (2021)
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Zhe Chen, Jing Zhang, Dacheng Tao:
Recursive Context Routing for Object Detection. Int. J. Comput. Vis. 129(1): 142-160 (2021)
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Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao:
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection. Int. J. Comput. Vis. 129(4): 1121-1138 (2021)
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Jianping Gou, Baosheng Yu, Stephen J. Maybank, Dacheng Tao:
Knowledge Distillation: A Survey. Int. J. Comput. Vis. 129(6): 1789-1819 (2021)
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Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao:
Polysemy Deciphering Network for Robust Human-Object Interaction Detection. Int. J. Comput. Vis. 129(6): 1910-1929 (2021)
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Jing Zhang, Zhe Chen, Dacheng Tao:
Towards High Performance Human Keypoint Detection. Int. J. Comput. Vis. 129(9): 2639-2662 (2021)
[j545]
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Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Stephen J. Maybank, Dacheng Tao:
3D-FUTURE: 3D Furniture Shape with TextURE. Int. J. Comput. Vis. 129(12): 3313-3337 (2021)
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Zeyu Li, Cheng Deng, Kun Wei, Wei Liu, Dacheng Tao:
Learning semantic priors for texture-realistic sketch-to-image synthesis. Neurocomputing 464: 130-140 (2021)
[j543]
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Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, Dacheng Tao:
Targeted Attention Attack on Deep Learning Models in Road Sign Recognition. IEEE Internet Things J. 8(6): 4980-4990 (2021)
[j542]
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Jing Zhang, Dacheng Tao:
Empowering Things With Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things. IEEE Internet Things J. 8(10): 7789-7817 (2021)
[j541]
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Yamin Mo, Sihan Ma, Haoran Gong, Zhe Chen, Jing Zhang, Dacheng Tao:
Terra: A Smart and Sensible Digital Twin Framework for Robust Robot Deployment in Challenging Environments. IEEE Internet Things J. 8(18): 14039-14050 (2021)
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  - journals/isci/BilskiRST21
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Jaroslaw Bilski, Leszek Rutkowski, Jacek Smolag, Dacheng Tao:
A novel method for speed training acceleration of recurrent neural networks. Inf. Sci. 553: 266-279 (2021)
[j539]
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  - journals/neco/XieHFSTS21
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Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama:
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting. Neural Comput. 33(8): 2163-2192 (2021)
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Hao Guan, Chaoyue Wang, Dacheng Tao:
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data. NeuroImage 244: 118586 (2021)
[j537]
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Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao:
Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 745-752 (2021)
[j536]
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Chen Gong, Hong Shi, Tongliang Liu, Chuang Zhang, Jian Yang, Dacheng Tao:
Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 918-932 (2021)
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Shuai Li, Kui Jia, Yuxin Wen, Tongliang Liu, Dacheng Tao:
Orthogonal Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1352-1368 (2021)
[j534]
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Quanxue Gao, Pu Zhang, Wei Xia, De-Yan Xie, Xinbo Gao, Dacheng Tao:
Enhanced Tensor RPCA and its Application. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2133-2140 (2021)
[j533]
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  - journals/quantum/WangDLT21
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Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao:
Towards understanding the power of quantum kernels in the NISQ era. Quantum 5: 531 (2021)
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Jun Yu, Jinghan Yao, Jian Zhang, Zhou Yu, Dacheng Tao:
SPRNet: Single-Pixel Reconstruction for One-Stage Instance Segmentation. IEEE Trans. Cybern. 51(4): 1731-1742 (2021)
[j531]
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Jun Yu, Xingxin Xu, Fei Gao, Shengjie Shi, Meng Wang, Dacheng Tao, Qingming Huang:
Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs. IEEE Trans. Cybern. 51(9): 4350-4362 (2021)
[j530]
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Chen Wang, Xiao Bai, Xiang Wang, Xianglong Liu, Jun Zhou, Xinyu Wu, Hongdong Li, Dacheng Tao:
Self-Supervised Multiscale Adversarial Regression Network for Stereo Disparity Estimation. IEEE Trans. Cybern. 51(10): 4770-4783 (2021)
[j529]
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Yuxiang Yang, Yaohui Pan, Xiaojing Zhu, Mingyu Gao, Jing Zhang, Dacheng Tao:
A Human-Like Dual-Forklift Collaborative Mechanism for Container Handling. IEEE Trans. Ind. Electron. 68(12): 12871-12880 (2021)
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Yanhua Yang, Lei Wang, De Xie, Cheng Deng, Dacheng Tao:
Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis. IEEE Trans. Image Process. 30: 2798-2809 (2021)
[j527]
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Kan Wang, Pengfei Wang, Changxing Ding, Dacheng Tao:
Batch Coherence-Driven Network for Part-Aware Person Re-Identification. IEEE Trans. Image Process. 30: 3405-3418 (2021)
[j526]
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Fei Gao, Xingxin Xu, Jun Yu, Meimei Shang, Xiang Li, Dacheng Tao:
Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation. IEEE Trans. Image Process. 30: 3487-3498 (2021)
[j525]
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Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao:
Adaptive Context-Aware Multi-Modal Network for Depth Completion. IEEE Trans. Image Process. 30: 5264-5276 (2021)
[j524]
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Hang Zhang, Huanhuan Cao, Xu Yang, Cheng Deng, Dacheng Tao:
Self-Training With Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-Identification. IEEE Trans. Image Process. 30: 5287-5298 (2021)
[j523]
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Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou:
Multi-View Mouse Social Behaviour Recognition With Deep Graphic Model. IEEE Trans. Image Process. 30: 5490-5504 (2021)
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Aishan Liu, Xianglong Liu, Hang Yu, Chongzhi Zhang, Qiang Liu, Dacheng Tao:
Training Robust Deep Neural Networks via Adversarial Noise Propagation. IEEE Trans. Image Process. 30: 5769-5781 (2021)
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Zeyu Feng, Chang Xu, Dacheng Tao:
Open-Set Hypothesis Transfer With Semantic Consistency. IEEE Trans. Image Process. 30: 6473-6484 (2021)
[j520]
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Mingye Ju, Can Ding, Charles A. Guo, Wenqi Ren, Dacheng Tao:
IDRLP: Image Dehazing Using Region Line Prior. IEEE Trans. Image Process. 30: 9043-9057 (2021)
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Zengmao Wang, Bo Du, Weiping Tu, Lefei Zhang, Dacheng Tao:
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. IEEE Trans. Knowl. Data Eng. 33(1): 128-142 (2021)
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Quan Do, Wei Liu, Jin Fan, Dacheng Tao:
Unveiling Hidden Implicit Similarities for Cross-Domain Recommendation. IEEE Trans. Knowl. Data Eng. 33(1): 302-315 (2021)
[j517]
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Xinghao Yang, Weifeng Liu, Wei Liu, Dacheng Tao:
A Survey on Canonical Correlation Analysis. IEEE Trans. Knowl. Data Eng. 33(6): 2349-2368 (2021)
[j516]
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Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao:
Joint Deep Multi-View Learning for Image Clustering. IEEE Trans. Knowl. Data Eng. 33(11): 3594-3606 (2021)
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Boyan Zhang, Zhiyong Wang, Junbin Gao, Chantal Rutjes, Kaitlin Nufer, Dacheng Tao, David Dagan Feng, Scott W. Menzies:
Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network. IEEE Trans. Medical Imaging 40(3): 840-851 (2021)
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Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu:
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. IEEE Trans. Medical Imaging 40(12): 3400-3412 (2021)
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Fang Yan, Yuanjie Zheng, Jinyu Cong, Liu Liu, Dacheng Tao, Sujuan Hou:
Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method. IEEE Trans. Multim. 23: 2310-2320 (2021)
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Zeyu Li, Cheng Deng, Erkun Yang, Dacheng Tao:
Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks. IEEE Trans. Multim. 23: 2694-2705 (2021)
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Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Learning Student Networks via Feature Embedding. IEEE Trans. Neural Networks Learn. Syst. 32(1): 25-35 (2021)
[j510]
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Lin Wu, Yang Wang, Junbin Gao, Meng Wang, Zheng-Jun Zha, Dacheng Tao:
Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 32(2): 722-735 (2021)
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Yuan Xie, Jinyan Liu, Yanyun Qu, Dacheng Tao, Wensheng Zhang, Longquan Dai, Lizhuang Ma:
Robust Kernelized Multiview Self-Representation for Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. 32(2): 868-881 (2021)
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Shiming Ge, Chunhui Zhang, Shikun Li, Dan Zeng, Dacheng Tao:
Cascaded Correlation Refinement for Robust Deep Tracking. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1276-1288 (2021)
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Chao Zhang, Dacheng Tao, Tao Hu, Bingchen Liu:
Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1906-1919 (2021)
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Xiaoqin Zhang, Mingyu Fan, Di Wang, Peng Zhou, Dacheng Tao:
Top-k Feature Selection Framework Using Robust 0-1 Integer Programming. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3005-3019 (2021)
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Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao:
Introduction to Big Multimodal Multimedia Data with Deep Analytics. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 1:1-1:3 (2021)
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Du-Xin Liu, Jing Xu, Chunjie Chen, Xingguo Long, Dacheng Tao, Xinyu Wu:
Vision-Assisted Autonomous Lower-Limb Exoskeleton Robot. IEEE Trans. Syst. Man Cybern. Syst. 51(6): 3759-3770 (2021)
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Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu:
Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search. AAAI 2021: 706-714
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Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao:
Progressive One-shot Human Parsing. AAAI 2021: 1522-1530
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Shaoli Huang, Xinchao Wang, Dacheng Tao:
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data. AAAI 2021: 1628-1636
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Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao:
Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing. AAAI 2021: 4626-4634
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Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao:
Multi-label Few-shot Learning with Semantic Inference (Student Abstract). AAAI 2021: 15917-15918
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Progressive Multi-Granularity Training for Non-Autoregressive Translation. ACL/IJCNLP (Findings) 2021: 2797-2803
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. ACL/IJCNLP (1) 2021: 3431-3441
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Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Affordance Transfer Learning for Human-Object Interaction Detection. CVPR 2021: 495-504
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Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu:
Manifold Regularized Dynamic Network Pruning. CVPR 2021: 5018-5028
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Where and What? Examining Interpretable Disentangled Representations. CVPR 2021: 5861-5870
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Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao:
Turning Frequency to Resolution: Video Super-Resolution via Event Cameras. CVPR 2021: 7772-7781
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Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao:
Online Multiple Object Tracking With Cross-Task Synergy. CVPR 2021: 8136-8145
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Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao:
Scene Essence. CVPR 2021: 8322-8333
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Cheng Wen, Baosheng Yu, Dacheng Tao:
Learning Progressive Point Embeddings for 3D Point Cloud Generation. CVPR 2021: 10266-10275
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Zhaohui Yang, Yunhe Wang, Xinghao Chen, Jianyuan Guo, Wei Zhang, Chao Xu, Chunjing Xu, Dacheng Tao, Chang Xu:
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. CVPR 2021: 10896-10906
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Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao:
Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection. CVPR 2021: 13234-13243
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Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song:
Tree-Like Decision Distillation. CVPR 2021: 13488-13497
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Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Detecting Human-Object Interaction via Fabricated Compositional Learning. CVPR 2021: 14646-14655
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Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao:
AdderSR: Towards Energy Efficient Image Super-Resolution. CVPR 2021: 15648-15657
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Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao:
Amalgamating Knowledge From Heterogeneous Graph Neural Networks. CVPR 2021: 15709-15718
[c413]
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Liang Ding, Di Wu, Dacheng Tao:
Improving Neural Machine Translation by Bidirectional Training. EMNLP (1) 2021: 3278-3284
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Shaoli Huang, Xinchao Wang, Dacheng Tao:
Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained Recognition. ICCV 2021: 600-609
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Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li:
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition. ICCV 2021: 1275-1284
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Yufei Xu, Jing Zhang, Dacheng Tao:
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization. ICCV 2021: 4822-4831
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Yajing Kong, Liu Liu, Jun Wang, Dacheng Tao:
Adaptive Curriculum Learning. ICCV 2021: 5047-5056
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Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao:
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks. ICCV 2021: 5281-5290
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Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao:
SynFace: Face Recognition with Synthetic Data. ICCV 2021: 10860-10870
[c406]
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Understanding and Improving Lexical Choice in Non-Autoregressive Translation. ICLR 2021
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Commutative Lie Group VAE for Disentanglement Learning. ICML 2021: 12924-12934
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Jizhizi Li, Jing Zhang, Dacheng Tao:
Deep Automatic Natural Image Matting. IJCAI 2021: 800-806
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
One-Shot Affordance Detection. IJCAI 2021: 895-901
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Xinghao Yang, Weifeng Liu, Dacheng Tao, Wei Liu:
BESA: BERT-based Simulated Annealing for Adversarial Text Attacks. IJCAI 2021: 3293-3299
[c401]
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Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao:
A Comprehensive Survey on Image Dehazing Based on Deep Learning. IJCAI 2021: 4426-4433
[c400]
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Jue Wang, Shaoli Huang, Dacheng Tao:
Person Image Synthesis in Arbitrary 3D Poses Based on Part Affinity Fields. IJCNN 2021: 1-7
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Liang Ding, Dacheng Tao:
The USYD-JD Speech Translation System for IWSLT2021. IWSLT 2021: 182-191
[c398]
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Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao:
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. ACM Multimedia 2021: 1730-1738
[c397]
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Wenyuan Xue, Siqi Cai, Wen Wang, Qingyong Li, Baosheng Yu, Yibing Zhan, Dacheng Tao:
A Question Answering System for Unstructured Table Images. ACM Multimedia 2021: 2783-2785
[c396]
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Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao:
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. ACM Multimedia 2021: 2825-2833
[c395]
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Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao:
Privacy-Preserving Portrait Matting. ACM Multimedia 2021: 3501-3509
[c394]
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Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu, Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar:
ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia. ACM Multimedia 2021: 5686-5687
[c393]
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Kaiwen Yang, Tianyi Zhou, Yonggang Zhang, Xinmei Tian, Dacheng Tao:
Class-Disentanglement and Applications in Adversarial Detection and Defense. NeurIPS 2021: 16051-16063
[c392]
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Lingshen He, Yiming Dong, Yisen Wang, Dacheng Tao, Zhouchen Lin:
Gauge Equivariant Transformer. NeurIPS 2021: 27331-27343
[c391]
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Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao:
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias. NeurIPS 2021: 28522-28535
[c390]
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Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao:
AP-10K: A Benchmark for Animal Pose Estimation in the Wild. NeurIPS Datasets and Benchmarks 2021
[c389]
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Fengxiang He, Bohan Wang, Dacheng Tao:
Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms. UAI 2021: 802-812
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James Bailey, Pauli Miettinen, Yun Sing Koh, Dacheng Tao, Xindong Wu:
IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021. IEEE 2021, ISBN 978-1-6654-2398-4 [contents]
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Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar, Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu:
ADVM '21: Proceedings of the 1st International Workshop on Adversarial Learning for Multimedia, Virtual Event, China, 20 October 2021. ACM 2021, ISBN 978-1-4503-8672-2 [contents]
[i329]
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Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao:
SPAGAN: Shortest Path Graph Attention Network. CoRR abs/2101.03464 (2021)
[i328]
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Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao:
Neural networks behave as hash encoders: An empirical study. CoRR abs/2101.05490 (2021)
[i327]
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Shaopeng Fu, Fengxiang He, Yue Xu, Dacheng Tao:
Bayesian Inference Forgetting. CoRR abs/2101.06417 (2021)
[i326]
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Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao:
CAA : Channelized Axial Attention for Semantic Segmentation. CoRR abs/2101.07434 (2021)
[i325]
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Liyuan Sun, Jianping Gou, Baosheng Yu, Lan Du, Dacheng Tao:
Collaborative Teacher-Student Learning via Multiple Knowledge Transfer. CoRR abs/2101.08471 (2021)
[i324]
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Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao:
AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence. CoRR abs/2101.10015 (2021)
[i323]
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Di Wu, Liang Ding, Shuo Yang, Dacheng Tao:
SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning. CoRR abs/2102.04009 (2021)
[i322]
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Shengcong Chen, Changxing Ding, Minfeng Liu, Dacheng Tao:
CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation. CoRR abs/2102.06867 (2021)
[i321]
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Dalu Guo, Dacheng Tao:
Learning Compositional Representation for Few-shot Visual Question Answering. CoRR abs/2102.10575 (2021)
[i320]
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Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu:
Manifold Regularized Dynamic Network Pruning. CoRR abs/2103.05861 (2021)
[i319]
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Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Detecting Human-Object Interaction via Fabricated Compositional Learning. CoRR abs/2103.08214 (2021)
[i318]
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Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao:
Towards understanding the power of quantum kernels in the NISQ era. CoRR abs/2103.16774 (2021)
[i317]
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Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao:
Online Multiple Object Tracking with Cross-Task Synergy. CoRR abs/2104.00380 (2021)
[i316]
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Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Affordance Transfer Learning for Human-Object Interaction Detection. CoRR abs/2104.02867 (2021)
[i315]
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Hao Guan, Chaoyue Wang, Dacheng Tao:
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data. CoRR abs/2104.03618 (2021)
[i314]
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Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao:
Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection. CoRR abs/2104.05269 (2021)
[i313]
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Where and What? Examining Interpretable Disentangled Representations. CoRR abs/2104.05622 (2021)
[i312]
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Di Wu, Yiren Chen, Liang Ding, Dacheng Tao:
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding. CoRR abs/2104.06393 (2021)
[i311]
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Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao:
Privacy-Preserving Portrait Matting. CoRR abs/2104.14222 (2021)
[i310]
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  - journals/corr/abs-2105-01241
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Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao:
End-to-end One-shot Human Parsing. CoRR abs/2105.01241 (2021)
[i309]
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. CoRR abs/2106.00903 (2021)
[i308]
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Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao:
Patch Slimming for Efficient Vision Transformers. CoRR abs/2106.02852 (2021)
[i307]
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Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu:
Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss. CoRR abs/2106.03052 (2021)
[i306]
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Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao:
A Comprehensive Survey on Image Dehazing Based on Deep Learning. CoRR abs/2106.03323 (2021)
[i305]
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Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao:
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias. CoRR abs/2106.03348 (2021)
[i304]
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Commutative Lie Group VAE for Disentanglement Learning. CoRR abs/2106.03375 (2021)
[i303]
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Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao:
The dilemma of quantum neural networks. CoRR abs/2106.04975 (2021)
[i302]
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Progressive Multi-Granularity Training for Non-Autoregressive Translation. CoRR abs/2106.05546 (2021)
[i301]
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Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao:
Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems. CoRR abs/2106.10022 (2021)
[i300]
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  - journals/corr/abs-2106-10598
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Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li:
TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition. CoRR abs/2106.10598 (2021)
[i299]
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  - journals/corr/abs-2106-12819
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Yuxuan Du, Yang Qian, Dacheng Tao:
Accelerating variational quantum algorithms with multiple quantum processors. CoRR abs/2106.12819 (2021)
[i298]
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Lixue Liu, Chao Zhang, Dacheng Tao:
GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins. CoRR abs/2106.14655 (2021)
[i297]
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
One-Shot Affordance Detection. CoRR abs/2106.14747 (2021)
[i296]
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  - journals/corr/abs-2106-15432
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Yuxuan Du, Dacheng Tao:
On exploring practical potentials of quantum auto-encoder with advantages. CoRR abs/2106.15432 (2021)
[i295]
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  - journals/corr/abs-2107-01378
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Ding Jia, Kai Han, Yunhe Wang, Yehui Tang, Jianyuan Guo, Chao Zhang, Dacheng Tao:
Efficient Vision Transformers via Fine-Grained Manifold Distillation. CoRR abs/2107.01378 (2021)
[i294]
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Jizhizi Li, Jing Zhang, Dacheng Tao:
Deep Automatic Natural Image Matting. CoRR abs/2107.07235 (2021)
[i293]
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  - journals/corr/abs-2107-09600
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Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao:
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. CoRR abs/2107.09600 (2021)
[i292]
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Liang Ding, Di Wu, Dacheng Tao:
The USYD-JD Speech Translation System for IWSLT 2021. CoRR abs/2107.11572 (2021)
[i291]
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  - journals/corr/abs-2107-12636
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Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao:
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. CoRR abs/2107.12636 (2021)
[i290]
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  - journals/corr/abs-2107-12666
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Zefeng Ding, Changxing Ding, Zhiyin Shao, Dacheng Tao:
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification. CoRR abs/2107.12666 (2021)
[i289]
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Jian Ye, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao:
I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection. CoRR abs/2108.01343 (2021)
[i288]
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  - journals/corr/abs-2108-03658
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Wei Zhai, Hongchen Luo, Jing Zhang, Yang Cao, Dacheng Tao:
One-Shot Object Affordance Detection in the Wild. CoRR abs/2108.03658 (2021)
[i287]
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Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Learning Visual Affordance Grounding from Demonstration Videos. CoRR abs/2108.05675 (2021)
[i286]
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Quanxue Gao, Wei Xia, Xinbo Gao, Dacheng Tao:
Effective and Efficient Graph Learning for Multi-view Clustering. CoRR abs/2108.06734 (2021)
[i285]
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Lianbo Zhang, Shaoli Huang, Xinchao Wang, Wei Liu, Dacheng Tao:
Structure-Aware Feature Generation for Zero-Shot Learning. CoRR abs/2108.07032 (2021)
[i284]
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Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao:
SynFace: Face Recognition with Synthetic Data. CoRR abs/2108.07960 (2021)
[i283]
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  - journals/corr/abs-2108-09041
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Yufei Xu, Jing Zhang, Dacheng Tao:
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization. CoRR abs/2108.09041 (2021)
[i282]
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Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao:
End2End Occluded Face Recognition by Masking Corrupted Features. CoRR abs/2108.09468 (2021)
[i281]
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  - journals/corr/abs-2108-09682
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Pengfei Wang, Changxing Ding, Wentao Tan, Mingming Gong, Kui Jia, Dacheng Tao:
Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification. CoRR abs/2108.09682 (2021)
[i280]
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  - journals/corr/abs-2108-10015
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Xinghao Yang, Weifeng Liu, James Bailey, Tianqing Zhu, Dacheng Tao, Wei Liu:
Semantic-Preserving Adversarial Text Attacks. CoRR abs/2108.10015 (2021)
[i279]
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  - journals/corr/abs-2108-12611
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Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao:
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images. CoRR abs/2108.12611 (2021)
[i278]
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  - journals/corr/abs-2108-12617
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Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao:
AP-10K: A Benchmark for Animal Pose Estimation in the Wild. CoRR abs/2108.12617 (2021)
[i277]
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  - journals/corr/abs-2109-05211
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Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip H. S. Torr, Dacheng Tao:
RobustART: Benchmarking Robustness on Architecture Design and Training Techniques. CoRR abs/2109.05211 (2021)
[i276]
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  - journals/corr/abs-2109-07780
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Liang Ding, Di Wu, Dacheng Tao:
Improving Neural Machine Translation by Bidirectional Training. CoRR abs/2109.07780 (2021)
[i275]
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  - journals/corr/abs-2109-07986
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Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao:
Harnessing Perceptual Adversarial Patches for Crowd Counting. CoRR abs/2109.07986 (2021)
[i274]
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  - journals/corr/abs-2109-09310
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Kai Han, Yunhe Wang, Chang Xu, Chunjing Xu, Enhua Wu, Dacheng Tao:
Learning Versatile Convolution Filters for Efficient Visual Recognition. CoRR abs/2109.09310 (2021)
[i273]
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Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao:
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks. CoRR abs/2109.12872 (2021)
[i272]
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Juhua Liu, Qihuang Zhong, Liang Ding, Hua Jin, Bo Du, Dacheng Tao:
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis. CoRR abs/2110.13398 (2021)
[i271]
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Zhihao Cheng, Li Shen, Dacheng Tao:
Off-policy Imitation Learning from Visual Inputs. CoRR abs/2111.04345 (2021)
[i270]
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Haoyu He, Jing Liu, Zizheng Pan, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Pruning Self-attentions into Convolutional Layers in Single Path. CoRR abs/2111.11802 (2021)
[i269]
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Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao:
RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning? CoRR abs/2111.12309 (2021)
[i268]
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Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao:
GMFlow: Learning Optical Flow via Global Matching. CoRR abs/2111.13680 (2021)
[i267]
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Xikun Zhang, Dongjin Song, Dacheng Tao:
Hierarchical Prototype Networks for Continual Graph Representation Learning. CoRR abs/2111.15422 (2021)
[i266]
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  - journals/corr/abs-2112-01148
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Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao:
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. CoRR abs/2112.01148 (2021)
[i265]
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Youjian Zhang, Chaoyue Wang, Dacheng Tao:
Video Frame Interpolation without Temporal Priors. CoRR abs/2112.01161 (2021)
[i264]
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Yikai Wang, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao:
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction. CoRR abs/2112.02252 (2021)
[i263]
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Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR abs/2112.02582 (2021)
[i262]
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Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao:
Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks. CoRR abs/2112.03467 (2021)
[i261]
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Zhe Chen, Jing Zhang, Dacheng Tao:
Recurrent Glimpse-based Decoder for Detection with Transformer. CoRR abs/2112.04632 (2021)
[i260]
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Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao:
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer. CoRR abs/2112.06281 (2021)
[i259]
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Yuesong Tian, Li Shen, Dacheng Tao, Zhifeng Li, Wei Liu:
DGL-GAN: Discriminator Guided Learning for GAN Compression. CoRR abs/2112.06502 (2021)
[i258]
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Yonghao Xu, Fengxiang He, Bo Du, Liangpei Zhang, Dacheng Tao:
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. CoRR abs/2112.07999 (2021)
[i257]
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Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao:
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only. CoRR abs/2112.11153 (2021)
[i256]
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Weigang Lu, Yibing Zhan, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao:
SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks. CoRR abs/2112.11628 (2021)
[i255]
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Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao:
Few-shot Backdoor Defense Using Shapley Estimation. CoRR abs/2112.14889 (2021)
2020
[j503]
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Hao Xiong, Chaoyue Wang, Xinchao Wang, Dacheng Tao:
Deep Representation Calibrated Bayesian Neural Network for Semantically Explainable Face Inpainting and Editing. IEEE Access 8: 13457-13466 (2020)
[j502]
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Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao:
Robust learning with imperfect privileged information. Artif. Intell. 282: 103246 (2020)
[j501]
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Lu Liu, Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, Xin Yao:
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]. IEEE Comput. Intell. Mag. 15(2): 78-88 (2020)
[j500]
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Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao:
Big Cross-Modal Social Media Data Analytics With Deep Intelligence. IEEE Multim. 27(4): 6-8 (2020)
[j499]
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  - journals/ijcv/LanWHHT20
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Long Lan, Xinchao Wang, Gang Hua, Thomas S. Huang, Dacheng Tao:
Semi-online Multi-people Tracking by Re-identification. Int. J. Comput. Vis. 128(7): 1937-1955 (2020)
[j498]
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Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao:
Multi-task Compositional Network for Visual Relationship Detection. Int. J. Comput. Vis. 128(8): 2146-2165 (2020)
[j497]
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Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao:
Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning. IEEE Internet Things J. 7(1): 208-219 (2020)
[j496]
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Lihao Nan, Dacheng Tao:
Variational approach for privacy funnel optimization on continuous data. J. Parallel Distributed Comput. 137: 17-25 (2020)
[j495]
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Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao, Dong Xu:
Generalized Latent Multi-View Subspace Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 86-99 (2020)
[j494]
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Chaoyue Wang, Chang Xu, Dacheng Tao:
Self-Supervised Pose Adaptation for Cross-Domain Image Animation. IEEE Trans. Artif. Intell. 1(1): 34-46 (2020)
[j493]
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Fang Guo, Wenguan Wang, Ziyi Shen, Jianbing Shen, Ling Shao, Dacheng Tao:
Motion-Aware Rapid Video Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4887-4898 (2020)
[j492]
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Yuan Xie, Wensheng Zhang, Yanyun Qu, Longquan Dai, Dacheng Tao:
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning. IEEE Trans. Cybern. 50(2): 572-586 (2020)
[j491]
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Erkun Yang, Tongliang Liu, Cheng Deng, Dacheng Tao:
Adversarial Examples for Hamming Space Search. IEEE Trans. Cybern. 50(4): 1473-1484 (2020)
[j490]
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Yuanlong Li, Yonggang Wen, Dacheng Tao, Kyle Guan:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. IEEE Trans. Cybern. 50(5): 2002-2013 (2020)
[j489]
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Jing Zhang, Dacheng Tao:
FAMED-Net: A Fast and Accurate Multi-Scale End-to-End Dehazing Network. IEEE Trans. Image Process. 29: 72-84 (2020)
[j488]
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Youfa Liu, Weiping Tu, Bo Du, Lefei Zhang, Dacheng Tao:
Homologous Component Analysis for Domain Adaptation. IEEE Trans. Image Process. 29: 1074-1089 (2020)
[j487]
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Jingwen Ye, Yongcheng Jing, Xinchao Wang, Kairi Ou, Dacheng Tao, Mingli Song:
Edge-Sensitive Human Cutout With Hierarchical Granularity and Loopy Matting Guidance. IEEE Trans. Image Process. 29: 1177-1191 (2020)
[j486]
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Ting Yu, Jun Yu, Zhou Yu, Dacheng Tao:
Compositional Attention Networks With Two-Stream Fusion for Video Question Answering. IEEE Trans. Image Process. 29: 1204-1218 (2020)
[j485]
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Ruxin Wang, Mingming Gong, Dacheng Tao:
Receptive Field Size Versus Model Depth for Single Image Super-Resolution. IEEE Trans. Image Process. 29: 1669-1682 (2020)
[j484]
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Shiming Ge, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao:
Distilling Channels for Efficient Deep Tracking. IEEE Trans. Image Process. 29: 2610-2621 (2020)
[j483]
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Juhua Liu, Chaoyue Wang, Hai Su, Bo Du, Dacheng Tao:
Multistage GAN for Fabric Defect Detection. IEEE Trans. Image Process. 29: 3388-3400 (2020)
[j482]
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Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao:
CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification. IEEE Trans. Image Process. 29: 3416-3428 (2020)
[j481]
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De Xie, Cheng Deng, Chao Li, Xianglong Liu, Dacheng Tao:
Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval. IEEE Trans. Image Process. 29: 3626-3637 (2020)
[j480]
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Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao:
An Underwater Image Enhancement Benchmark Dataset and Beyond. IEEE Trans. Image Process. 29: 4376-4389 (2020)
[j479]
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Chenhong Zhou, Changxing Ding, Xinchao Wang, Zhentai Lu, Dacheng Tao:
One-Pass Multi-Task Networks With Cross-Task Guided Attention for Brain Tumor Segmentation. IEEE Trans. Image Process. 29: 4516-4529 (2020)
[j478]
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Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao:
3D Skeletal Gesture Recognition via Hidden States Exploration. IEEE Trans. Image Process. 29: 4583-4597 (2020)
[j477]
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Yonggang Zhang, Xinmei Tian, Ya Li, Xinchao Wang, Dacheng Tao:
Principal Component Adversarial Example. IEEE Trans. Image Process. 29: 4804-4815 (2020)
[j476]
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Juhua Liu, Zhe Chen, Bo Du, Dacheng Tao:
ASTS: A Unified Framework for Arbitrary Shape Text Spotting. IEEE Trans. Image Process. 29: 5924-5936 (2020)
[j475]
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Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao:
Long-Term Video Prediction via Criticization and Retrospection. IEEE Trans. Image Process. 29: 7090-7103 (2020)
[j474]
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Cheng Deng, Xinxun Xu, Hao Wang, Muli Yang, Dacheng Tao:
Progressive Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval. IEEE Trans. Image Process. 29: 8892-8902 (2020)
[j473]
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Yuankai Qi, Shengping Zhang, Feng Jiang, Huiyu Zhou, Dacheng Tao, Xuelong Li:
Siamese Local and Global Networks for Robust Face Tracking. IEEE Trans. Image Process. 29: 9152-9164 (2020)
[j472]
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Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao:
Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications. IEEE Trans. Inf. Theory 66(2): 1099-1117 (2020)
[j471]
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Fanhua Shang, Kaiwen Zhou, Hongying Liu, James Cheng, Ivor W. Tsang, Lijun Zhang, Dacheng Tao, Licheng Jiao:
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. IEEE Trans. Knowl. Data Eng. 32(1): 188-202 (2020)
[j470]
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Qinghua Huang, Yongdong Chen, Longzhong Liu, Dacheng Tao, Xuelong Li:
On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. IEEE Trans. Knowl. Data Eng. 32(4): 728-738 (2020)
[j469]
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Jun Yu, Chaoyang Zhu, Jian Zhang, Qingming Huang, Dacheng Tao:
Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition. IEEE Trans. Neural Networks Learn. Syst. 31(2): 661-674 (2020)
[j468]
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Cheng Deng, Erkun Yang, Tongliang Liu, Dacheng Tao:
Two-Stream Deep Hashing With Class-Specific Centers for Supervised Image Search. IEEE Trans. Neural Networks Learn. Syst. 31(6): 2189-2201 (2020)
[j467]
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Tianyu Guo, Chang Xu, Shiyi He, Boxin Shi, Chao Xu, Dacheng Tao:
Robust Student Network Learning. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2455-2468 (2020)
[j466]
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Xue Li, Bo Du, Yipeng Zhang, Chang Xu, Dacheng Tao:
Iterative Privileged Learning. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2805-2817 (2020)
[j465]
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Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao:
Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 31(8): 3047-3060 (2020)
[j464]
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Yang Wei, Chen Gong, Shuo Chen, Tongliang Liu, Jian Yang, Dacheng Tao:
Harnessing Side Information for Classification Under Label Noise. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3178-3192 (2020)
[j463]
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Youfa Liu, Bo Du, Weiping Tu, Mingming Gong, Yuhong Guo, Dacheng Tao:
LogDet Metric-Based Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4673-4687 (2020)
[j462]
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Xianglong Liu, Qiang Fu, Deqing Wang, Xiao Bai, Xinyu Wu, Dacheng Tao:
Distributed Complementary Binary Quantization for Joint Hash Table Learning. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5312-5323 (2020)
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Fengxiang He, Tongliang Liu, Dacheng Tao:
Why ResNet Works? Residuals Generalize. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5349-5362 (2020)
[c388]
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Maoying Qiao, Jun Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao:
Diversified Bayesian Nonnegative Matrix Factorization. AAAI 2020: 5420-5427
[c387]
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Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao:
Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing. AAAI 2020: 10949-10956
[c386]
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  - conf/acl/DingWT20
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Liang Ding, Longyue Wang, Dacheng Tao:
Self-Attention with Cross-Lingual Position Representation. ACL 2020: 1679-1685
[c385]
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  - conf/coling/DingWWTT20
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Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu:
Context-Aware Cross-Attention for Non-Autoregressive Translation. COLING 2020: 4396-4402
[c384]
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Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao:
GPS-Net: Graph Property Sensing Network for Scene Graph Generation. CVPR 2020: 3743-3752
[c383]
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Distilling Knowledge From Graph Convolutional Networks. CVPR 2020: 7072-7081
[c382]
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Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao:
Learning Oracle Attention for High-Fidelity Face Completion. CVPR 2020: 7677-7686
[c381]
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Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao:
Recurrent Feature Reasoning for Image Inpainting. CVPR 2020: 7757-7765
[c380]
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Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao:
On Positive-Unlabeled Classification in GAN. CVPR 2020: 8382-8390
[c379]
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Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao:
Learning Unseen Concepts via Hierarchical Decomposition and Composition. CVPR 2020: 10245-10253
[c378]
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Qi Zheng, Chaoyue Wang, Dacheng Tao:
Syntax-Aware Action Targeting for Video Captioning. CVPR 2020: 13093-13102
[c377]
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Zhuo Chen, Chaoyue Wang, Bo Yuan, Dacheng Tao:
PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation. CVPR 2020: 13515-13524
[c376]
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Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao:
FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation. CVPR 2020: 14001-14010
[c375]
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Xikun Zhang, Chang Xu, Dacheng Tao:
Context Aware Graph Convolution for Skeleton-Based Action Recognition. CVPR 2020: 14321-14330
[c374]
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Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao:
Polysemy Deciphering Network for Human-Object Interaction Detection. ECCV (20) 2020: 69-85
[c373]
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Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao:
Spatiotemporal Attacks for Embodied Agents. ECCV (17) 2020: 122-138
[c372]
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Yu-Tong Cao, Jingya Wang, Dacheng Tao:
Symbiotic Adversarial Learning for Attribute-Based Person Search. ECCV (14) 2020: 230-247
[c371]
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Xikun Zhang, Chang Xu, Dacheng Tao:
On Dropping Clusters to Regularize Graph Convolutional Neural Networks. ECCV (21) 2020: 245-260
[c370]
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Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao:
Hallucinating Visual Instances in Total Absentia. ECCV (5) 2020: 264-282
[c369]
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  - conf/eccv/HouPQT20
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Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao:
Visual Compositional Learning for Human-Object Interaction Detection. ECCV (15) 2020: 584-600
[c368]
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Learning Propagation Rules for Attribution Map Generation. ECCV (20) 2020: 672-688
[c367]
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Learning Disentangled Representations with Latent Variation Predictability. ECCV (10) 2020: 684-700
[c366]
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Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri:
Short-Term and Long-Term Context Aggregation Network for Video Inpainting. ECCV (4) 2020: 728-743
[c365]
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Yu Cao, Wei Bi, Meng Fang, Dacheng Tao:
Pretrained Language Models for Dialogue Generation with Multiple Input Sources. EMNLP (Findings) 2020: 909-917
[c364]
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  - conf/icaisc/StaszewskiJRT20
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Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao:
Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. ICAISC (2) 2020: 85-94
[c363]
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Fengxiang He, Bohan Wang, Dacheng Tao:
Piecewise linear activations substantially shape the loss surfaces of neural networks. ICLR 2020
[c362]
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Zhuozhuo Tu, Fengxiang He, Dacheng Tao:
Understanding Generalization in Recurrent Neural Networks. ICLR 2020
[c361]
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Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao:
Learning with Bounded Instance and Label-dependent Label Noise. ICML 2020: 1789-1799
[c360]
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Jiaxian Guo, Mingming Gong, Tongliang Liu, Kun Zhang, Dacheng Tao:
LTF: A Label Transformation Framework for Correcting Label Shift. ICML 2020: 3843-3853
[c359]
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Zhen Wang, Liu Liu, Dacheng Tao:
Deep Streaming Label Learning. ICML 2020: 9963-9972
[c358]
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  - conf/icml/YuLG0BT20
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Xiyu Yu, Tongliang Liu, Mingming Gong, Kun Zhang, Kayhan Batmanghelich, Dacheng Tao:
Label-Noise Robust Domain Adaptation. ICML 2020: 10913-10924
[c357]
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Haimei Zhao, Wei Bian, Bo Yuan, Dacheng Tao:
Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos. IJCAI 2020: 488-494
[c356]
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Shengcong Chen, Changxing Ding, Dacheng Tao:
Boundary-Assisted Region Proposal Networks for Nucleus Segmentation. MICCAI (5) 2020: 279-288
[c355]
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Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao:
Nighttime Dehazing with a Synthetic Benchmark. ACM Multimedia 2020: 2355-2363
[c354]
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Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian:
Deep Multimodal Neural Architecture Search. ACM Multimedia 2020: 3743-3752
[c353]
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Huan Fu, Shunming Li, Rongfei Jia, Mingming Gong, Binqiang Zhao, Dacheng Tao:
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. NeurIPS 2020
[c352]
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Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
Auto Learning Attention. NeurIPS 2020
[c351]
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  - conf/nips/TangWXTX0020
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Yehui Tang, Yunhe Wang, Yixing Xu, Dacheng Tao, Chunjing Xu, Chao Xu, Chang Xu:
SCOP: Scientific Control for Reliable Neural Network Pruning. NeurIPS 2020
[c350]
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Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama:
Part-dependent Label Noise: Towards Instance-dependent Label Noise. NeurIPS 2020
[c349]
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Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu:
Searching for Low-Bit Weights in Quantized Neural Networks. NeurIPS 2020
[c348]
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Youjian Zhang, Chaoyue Wang, Dacheng Tao:
Video Frame Interpolation without Temporal Priors. NeurIPS 2020
[c347]
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  - conf/nips/ZhaoGLFT20
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Shanshan Zhao, Mingming Gong, Tongliang Liu, Huan Fu, Dacheng Tao:
Domain Generalization via Entropy Regularization. NeurIPS 2020
[c346]
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  - conf/sigir/Tao20
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Dacheng Tao:
How Deep Learning Works for Information Retrieval. SIGIR 2020: 5
[i254]
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  - journals/corr/abs-2001-05214
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Dell Zhang, André Freitas, Dacheng Tao, Dawn Song:
Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). CoRR abs/2001.05214 (2020)
[i253]
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  - journals/corr/abs-2001-06937
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Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye:
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. CoRR abs/2001.06937 (2020)
[i252]
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Jing Zhang, Zhe Chen, Dacheng Tao:
Towards High Performance Human Keypoint Detection. CoRR abs/2002.00537 (2020)
[i251]
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  - journals/corr/abs-2002-01136
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Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao:
On Positive-Unlabeled Classification in GAN. CoRR abs/2002.01136 (2020)
[i250]
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  - journals/corr/abs-2002-03673
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Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Gang Niu, Masashi Sugiyama, Dacheng Tao:
Towards Mixture Proportion Estimation without Irreducibility. CoRR abs/2002.03673 (2020)
[i249]
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  - journals/corr/abs-2003-08069
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Changxing Ding, Kan Wang, Pengfei Wang, Dacheng Tao:
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. CoRR abs/2003.08069 (2020)
[i248]
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  - journals/corr/abs-2003-09416
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu:
Quantum noise protects quantum classifiers against adversaries. CoRR abs/2003.09416 (2020)
[i247]
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  - journals/corr/abs-2003-10477
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Distilling Knowledge from Graph Convolutional Networks. CoRR abs/2003.10477 (2020)
[i246]
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  - journals/corr/abs-2003-12236
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Fengxiang He, Bohan Wang, Dacheng Tao:
Piecewise linear activations substantially shape the loss surfaces of neural networks. CoRR abs/2003.12236 (2020)
[i245]
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Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao:
GPS-Net: Graph Property Sensing Network for Scene Graph Generation. CoRR abs/2003.12962 (2020)
[i244]
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Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao:
Learning Oracle Attention for High-fidelity Face Completion. CoRR abs/2003.13903 (2020)
[i243]
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  - journals/corr/abs-2004-02842
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Maoying Qiao, Jun Yu, Wei Bian, Dacheng Tao:
Detecting Communities in Heterogeneous Multi-Relational Networks: A Message Passing based Approach. CoRR abs/2004.02842 (2020)
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Maoying Qiao, Tongliang Liu, Jun Yu, Wei Bian, Dacheng Tao:
Repulsive Mixture Models of Exponential Family PCA for Clustering. CoRR abs/2004.03112 (2020)
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  - journals/corr/abs-2004-12070
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Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian:
Deep Multimodal Neural Architecture Search. CoRR abs/2004.12070 (2020)
[i240]
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  - journals/corr/abs-2004-13310
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Liang Ding, Longyue Wang, Dacheng Tao:
Self-Attention with Cross-Lingual Position Representation. CoRR abs/2004.13310 (2020)
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Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao:
Adversarial Attacks for Embodied Agents. CoRR abs/2005.09161 (2020)
[i238]
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  - journals/corr/abs-2005-14446
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Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu:
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. CoRR abs/2005.14446 (2020)
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Yunhe Wang, Yixing Xu, Dacheng Tao:
DC-NAS: Divide-and-Conquer Neural Architecture Search. CoRR abs/2005.14456 (2020)
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  - journals/corr/abs-2006-02695
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Shengcong Chen, Changxing Ding, Dacheng Tao:
Boundary-assisted Region Proposal Networks for Nucleus Segmentation. CoRR abs/2006.02695 (2020)
[i235]
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  - journals/corr/abs-2006-05525
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Jianping Gou, Baosheng Yu, Stephen John Maybank, Dacheng Tao:
Knowledge Distillation: A Survey. CoRR abs/2006.05525 (2020)
[i234]
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  - journals/corr/abs-2006-05597
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Zhe Chen, Jing Zhang, Dacheng Tao:
Condensing Two-stage Detection with Automatic Object Key Part Discovery. CoRR abs/2006.05597 (2020)
[i233]
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  - journals/corr/abs-2006-07836
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Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama:
Parts-dependent Label Noise: Towards Instance-dependent Label Noise. CoRR abs/2006.07836 (2020)
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  - journals/corr/abs-2006-11332
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Elija Perrier, Christopher Ferrie, Dacheng Tao:
Quantum Geometric Machine Learning for Quantum Circuits and Control. CoRR abs/2006.11332 (2020)
[i231]
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  - journals/corr/abs-2007-09371
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Fengxiang He, Bohan Wang, Dacheng Tao:
Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms. CoRR abs/2007.09371 (2020)
[i230]
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  - journals/corr/abs-2007-09609
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Yu-Tong Cao, Jingya Wang, Dacheng Tao:
Symbiotic Adversarial Learning for Attribute-based Person Search. CoRR abs/2007.09609 (2020)
[i229]
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  - journals/corr/abs-2007-11921
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao:
Quantum differentially private sparse regression learning. CoRR abs/2007.11921 (2020)
[i228]
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  - journals/corr/abs-2007-12407
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Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao:
Visual Compositional Learning for Human-Object Interaction Detection. CoRR abs/2007.12407 (2020)
[i227]
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  - journals/corr/abs-2007-12885
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Xinqi Zhu, Chang Xu, Dacheng Tao:
Learning Disentangled Representations with Latent Variation Predictability. CoRR abs/2007.12885 (2020)
[i226]
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Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao:
Approximated Bilinear Modules for Temporal Modeling. CoRR abs/2007.12887 (2020)
[i225]
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  - journals/corr/abs-2008-02918
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Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao:
Polysemy Deciphering Network for Robust Human-Object Interaction Detection. CoRR abs/2008.02918 (2020)
[i224]
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  - journals/corr/abs-2008-03737
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Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao:
Recurrent Feature Reasoning for Image Inpainting. CoRR abs/2008.03737 (2020)
[i223]
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  - journals/corr/abs-2008-03864
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Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao:
Nighttime Dehazing with a Synthetic Benchmark. CoRR abs/2008.03864 (2020)
[i222]
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  - journals/corr/abs-2008-10833
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Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao:
Adaptive Context-Aware Multi-Modal Network for Depth Completion. CoRR abs/2008.10833 (2020)
[i221]
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  - journals/corr/abs-2009-00225
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Baosheng Yu, Dacheng Tao:
Heatmap Regression via Randomized Rounding. CoRR abs/2009.00225 (2020)
[i220]
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  - journals/corr/abs-2009-05721
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Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri:
Short-Term and Long-Term Context Aggregation Network for Video Inpainting. CoRR abs/2009.05721 (2020)
[i219]
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  - journals/corr/abs-2009-08695
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Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu:
Searching for Low-Bit Weights in Quantized Neural Networks. CoRR abs/2009.08695 (2020)
[i218]
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  - journals/corr/abs-2009-08891
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Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao:
AdderSR: Towards Energy Efficient Image Super-Resolution. CoRR abs/2009.08891 (2020)
[i217]
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  - journals/corr/abs-2009-09633
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Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Steve J. Maybank, Dacheng Tao:
3D-FUTURE: 3D Furniture shape with TextURE. CoRR abs/2009.09633 (2020)
[i216]
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  - journals/corr/abs-2009-09692
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Kan Wang, Pengfei Wang, Changxing Ding, Dacheng Tao:
Batch Coherence-Driven Network for Part-aware Person Re-Identification. CoRR abs/2009.09692 (2020)
[i215]
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  - journals/corr/abs-2010-00292
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Zeyu Feng, Chang Xu, Dacheng Tao:
Open-Set Hypothesis Transfer with Semantic Consistency. CoRR abs/2010.00292 (2020)
[i214]
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  - journals/corr/abs-2010-02484
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Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao:
Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation. CoRR abs/2010.02484 (2020)
[i213]
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  - journals/corr/abs-2010-04331
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Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, Dacheng Tao:
Targeted Attention Attack on Deep Learning Models in Road Sign Recognition. CoRR abs/2010.04331 (2020)
[i212]
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  - journals/corr/abs-2010-06201
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Heliang Huang, Yuxuan Du, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chao-Yang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, Jian-Wei Pan:
Experimental Quantum Generative Adversarial Networks for Image Generation. CoRR abs/2010.06201 (2020)
[i211]
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  - journals/corr/abs-2010-07210
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Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Learning Propagation Rules for Attribution Map Generation. CoRR abs/2010.07210 (2020)
[i210]
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  - journals/corr/abs-2010-07576
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Yu Cao, Wei Bi, Meng Fang, Dacheng Tao:
Pretrained Language Models for Dialogue Generation with Multiple Input Sources. CoRR abs/2010.07576 (2020)
[i209]
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  - journals/corr/abs-2010-08353
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Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao:
On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration. CoRR abs/2010.08353 (2020)
[i208]
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  - journals/corr/abs-2010-10217
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Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao:
Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers. CoRR abs/2010.10217 (2020)
[i207]
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  - journals/corr/abs-2010-10732
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Yehui Tang, Yunhe Wang, Yixing Xu, Dacheng Tao, Chunjing Xu, Chao Xu, Chang Xu:
SCOP: Scientific Control for Reliable Neural Network Pruning. CoRR abs/2010.10732 (2020)
[i206]
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  - journals/corr/abs-2010-12238
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Huan Fu, Shunming Li, Rongfei Jia, Mingming Gong, Binqiang Zhao, Dacheng Tao:
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. CoRR abs/2010.12238 (2020)
[i205]
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  - journals/corr/abs-2010-16188
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Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
End-to-end Animal Image Matting. CoRR abs/2010.16188 (2020)
[i204]
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  - journals/corr/abs-2011-00770
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Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu:
Context-Aware Cross-Attention for Non-Autoregressive Translation. CoRR abs/2011.00770 (2020)
[i203]
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  - journals/corr/abs-2011-02451
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Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou:
Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model. CoRR abs/2011.02451 (2020)
[i202]
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  - journals/corr/abs-2011-06220
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Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama:
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting. CoRR abs/2011.06220 (2020)
[i201]
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  - journals/corr/abs-2011-08612
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Jing Zhang, Dacheng Tao:
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things. CoRR abs/2011.08612 (2020)
[i200]
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  - journals/corr/abs-2011-12108
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Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
Wide-angle Image Rectification: A Survey. CoRR abs/2011.12108 (2020)
[i199]
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  - journals/corr/abs-2011-12619
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Jack Humphreys, Zhe Chen, Dacheng Tao:
Recent Progress in Appearance-based Action Recognition. CoRR abs/2011.12619 (2020)
[i198]
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  - journals/corr/abs-2011-14525
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Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
Inter-layer Transition in Neural Architecture Search. CoRR abs/2011.14525 (2020)
[i197]
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  - journals/corr/abs-2011-14574
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Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
DUT: Learning Video Stabilization by Simply Watching Unstable Videos. CoRR abs/2011.14574 (2020)
[i196]
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  - journals/corr/abs-2011-14611
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Jinlong Fan, Jing Zhang, Dacheng Tao:
SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses. CoRR abs/2011.14611 (2020)
[i195]
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  - journals/corr/abs-2012-00318
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Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao:
Fast Class-wise Updating for Online Hashing. CoRR abs/2012.00318 (2020)
[i194]
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  - journals/corr/abs-2012-01654
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Aishan Liu, Shiyu Tang, Xianglong Liu, Xinyun Chen, Lei Huang, Zhuozhuo Tu, Dawn Song, Dacheng Tao:
Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization. CoRR abs/2012.01654 (2020)
[i193]
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  - journals/corr/abs-2012-04846
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Shaoli Huang, Xinchao Wang, Dacheng Tao:
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data. CoRR abs/2012.04846 (2020)
[i192]
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Fengxiang He, Dacheng Tao:
Recent advances in deep learning theory. CoRR abs/2012.10931 (2020)
[i191]
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  - journals/corr/abs-2012-11810
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Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao:
Progressive One-shot Human Parsing. CoRR abs/2012.11810 (2020)
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  - journals/corr/abs-2012-12556
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Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao:
A Survey on Visual Transformer. CoRR abs/2012.12556 (2020)
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  - journals/corr/abs-2012-13538
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Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao:
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing. CoRR abs/2012.13538 (2020)
[i188]
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Fengxiang He, Shaopeng Fu, Bohan Wang, Dacheng Tao:
Robustness, Privacy, and Generalization of Adversarial Training. CoRR abs/2012.13573 (2020)
[i187]
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  - journals/corr/abs-2012-14583
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Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Understanding and Improving Lexical Choice in Non-Autoregressive Translation. CoRR abs/2012.14583 (2020)

2010 – 2019

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2019
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Junhong Zhao, Maolin Shi, Gang Hu, Xueguan Song, Chao Zhang, Dacheng Tao, Wei Wu:
A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data. IEEE Access 7: 66703-66713 (2019)
[j459]
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Thomas Andrew Geddes, Taiyun Kim, Lihao Nan, James G. Burchfield, Jean Yee Hwa Yang, Dacheng Tao, Pengyi Yang:
Autoencoder-based cluster ensembles for single-cell RNA-seq data analysis. BMC Bioinform. 20-S(19): 660 (2019)
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Zijin Zhao, Lingyang Chu, Dacheng Tao, Jian Pei:
Classification with label noise: a Markov chain sampling framework. Data Min. Knowl. Discov. 33(5): 1468-1504 (2019)
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Zhe Chen, Jing Zhang, Dacheng Tao:
Progressive LiDAR adaptation for road detection. IEEE CAA J. Autom. Sinica 6(3): 693-702 (2019)
[j456]
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Ao Xi, Thushal Wijekoon Mudiyanselage, Dacheng Tao, Chao Chen:
Balance control of a biped robot on a rotating platform based on efficient reinforcement learning. IEEE CAA J. Autom. Sinica 6(4): 938-951 (2019)
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Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao:
Hyperspectral image unsupervised classification by robust manifold matrix factorization. Inf. Sci. 485: 154-169 (2019)
[j454]
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  - journals/jsac/ChemouilHKLSTWZ19
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Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Yong Li, Rolf Stadler, Dacheng Tao, Yonggang Wen, Ying Zhang:
Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. IEEE J. Sel. Areas Commun. 37(6): 1185-1191 (2019)
[j453]
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Jialie Shen, Tao Mei, Qiang Qu, Dacheng Tao, Yong Rui:
Toward efficient indexing structure for scalable content-based music retrieval. Multim. Syst. 25(6): 639-653 (2019)
[j452]
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Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis:
Truncated Cauchy Non-Negative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 246-259 (2019)
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Xi Li, Liming Zhao, Wei Ji, Yiming Wu, Fei Wu, Ming-Hsuan Yang, Dacheng Tao, Ian Reid:
Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 915-927 (2019)
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Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 1013-1026 (2019)
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Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Packing Convolutional Neural Networks in the Frequency Domain. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2495-2510 (2019)
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Shaohui Lin, Rongrong Ji, Chao Chen, Dacheng Tao, Jiebo Luo:
Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer. IEEE Trans. Pattern Anal. Mach. Intell. 41(12): 2889-2905 (2019)
[j447]
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Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang:
Multi-view common component discriminant analysis for cross-view classification. Pattern Recognit. 92: 37-51 (2019)
[j446]
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Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao:
Robust Visual Tracking Using Multi-Frame Multi-Feature Joint Modeling. IEEE Trans. Circuits Syst. Video Technol. 29(12): 3673-3686 (2019)
[j445]
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Chen Gong, Dacheng Tao, Xiaojun Chang, Jian Yang:
Ensemble Teaching for Hybrid Label Propagation. IEEE Trans. Cybern. 49(2): 388-402 (2019)
[j444]
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Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao:
Adapting Stochastic Block Models to Power-Law Degree Distributions. IEEE Trans. Cybern. 49(2): 626-637 (2019)
[j443]
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Bo Du, Xinyao Tang, Zengmao Wang, Lefei Zhang, Dacheng Tao:
Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion. IEEE Trans. Cybern. 49(4): 1440-1453 (2019)
[j442]
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Bin Wang, Xiuying Yuan, Xinbo Gao, Xuelong Li, Dacheng Tao:
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation. IEEE Trans. Cybern. 49(5): 1558-1569 (2019)
[j441]
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Jianbing Shen, Zhiyuan Liang, Jianhong Liu, Hanqiu Sun, Ling Shao, Dacheng Tao:
Multiobject Tracking by Submodular Optimization. IEEE Trans. Cybern. 49(6): 1990-2001 (2019)
[j440]
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Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao:
Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Trans. Cybern. 49(7): 2406-2419 (2019)
[j439]
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Qinghua Huang, Xianhai Huang, Zhoufan Kong, Xuelong Li, Dacheng Tao:
Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data. IEEE Trans. Evol. Comput. 23(5): 803-814 (2019)
[j438]
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Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao:
Evolutionary Generative Adversarial Networks. IEEE Trans. Evol. Comput. 23(6): 921-934 (2019)
[j437]
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Liu Liu, Dacheng Tao:
The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization. IEEE Trans. Emerg. Top. Comput. Intell. 3(6): 440-451 (2019)
[j436]
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Cheng Deng, Yumeng Xue, Xianglong Liu, Chao Li, Dacheng Tao:
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(3): 1741-1754 (2019)
[j435]
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Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang:
Benchmarking Single-Image Dehazing and Beyond. IEEE Trans. Image Process. 28(1): 492-505 (2019)
[j434]
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Xinyuan Chen, Chang Xu, Xiaokang Yang, Li Song, Dacheng Tao:
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. IEEE Trans. Image Process. 28(2): 546-560 (2019)
[j433]
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Mingjin Zhang, Ruxin Wang, Xinbo Gao, Jie Li, Dacheng Tao:
Dual-Transfer Face Sketch-Photo Synthesis. IEEE Trans. Image Process. 28(2): 642-657 (2019)
[j432]
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Zheheng Jiang, Danny Crookes, Brian Desmond Green, Yunfeng Zhao, Haiping Ma, Ling Li, Shengping Zhang, Dacheng Tao, Huiyu Zhou:
Context-Aware Mouse Behavior Recognition Using Hidden Markov Models. IEEE Trans. Image Process. 28(3): 1133-1148 (2019)
[j431]
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Baosheng Yu, Dacheng Tao:
Anchor Cascade for Efficient Face Detection. IEEE Trans. Image Process. 28(5): 2490-2501 (2019)
[j430]
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Taisong Jin, Rongrong Ji, Yue Gao, Xiaoshuai Sun, Xibin Zhao, Dacheng Tao:
Correntropy-Induced Robust Low-Rank Hypergraph. IEEE Trans. Image Process. 28(6): 2755-2769 (2019)
[j429]
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Cheng Deng, Erkun Yang, Tongliang Liu, Jie Li, Wei Liu, Dacheng Tao:
Unsupervised Semantic-Preserving Adversarial Hashing for Image Search. IEEE Trans. Image Process. 28(8): 4032-4044 (2019)
[j428]
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Yuqi Han, Chenwei Deng, Baojun Zhao, Dacheng Tao:
State-Aware Anti-Drift Object Tracking. IEEE Trans. Image Process. 28(8): 4075-4086 (2019)
[j427]
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Kui Jia, Jiehong Lin, Mingkui Tan, Dacheng Tao:
Deep Multi-View Learning Using Neuron-Wise Correlation-Maximizing Regularizers. IEEE Trans. Image Process. 28(10): 5121-5134 (2019)
[j426]
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Min Tan, Jun Yu, Hongyuan Zhang, Yong Rui, Dacheng Tao:
Image Recognition by Predicted User Click Feature With Multidomain Multitask Transfer Deep Network. IEEE Trans. Image Process. 28(12): 6047-6062 (2019)
[j425]
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Cheng Deng, Zhao Li, Xinbo Gao, Dacheng Tao:
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics. ACM Trans. Intell. Syst. Technol. 10(2): 20:1-20:20 (2019)
[j424]
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Jiang Bian, Dayong Tian, Yuanyan Tang, Dacheng Tao:
Trajectory Data Classification: A Review. ACM Trans. Intell. Syst. Technol. 10(4): 33:1-33:34 (2019)
[j423]
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Chen Gong, Jian Yang, Dacheng Tao:
Multi-Modal Curriculum Learning over Graphs. ACM Trans. Intell. Syst. Technol. 10(4): 35:1-35:25 (2019)
[j422]
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Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Ramamohanarao Kotagiri, Dacheng Tao:
ROMIR: Robust Multi-View Image Re-Ranking. IEEE Trans. Knowl. Data Eng. 31(12): 2393-2406 (2019)
[j421]
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Yali Du, Meng Fang, Jinfeng Yi, Chang Xu, Jun Cheng, Dacheng Tao:
Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks. IEEE Trans. Multim. 21(3): 555-565 (2019)
[j420]
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Liu Liu, Ji Liu, Dacheng Tao:
Dualityfree Methods for Stochastic Composition Optimization. IEEE Trans. Neural Networks Learn. Syst. 30(4): 1205-1217 (2019)
[j419]
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  - journals/tnn/XieTW19
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Liping Xie, Dacheng Tao, Haikun Wei:
Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1486-1496 (2019)
[j418]
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Xinmei Tian, Ya Li, Tongliang Liu, Xinchao Wang, Dacheng Tao:
Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1818-1830 (2019)
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Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao:
Robust Subspace Clustering by Cauchy Loss Function. IEEE Trans. Neural Networks Learn. Syst. 30(7): 2067-2078 (2019)
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Meng Fang, Tianyi Zhou, Jie Yin, Yang Wang, Dacheng Tao:
Data Subset Selection With Imperfect Multiple Labels. IEEE Trans. Neural Networks Learn. Syst. 30(7): 2212-2221 (2019)
[j415]
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Chen Gong, Tongliang Liu, Jian Yang, Dacheng Tao:
Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning. IEEE Trans. Neural Networks Learn. Syst. 30(11): 3471-3483 (2019)
[c345]
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  - conf/aaai/LiuLFMZXT19
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Aishan Liu, Xianglong Liu, Jiaxin Fan, Yuqing Ma, Anlan Zhang, Huiyuan Xie, Dacheng Tao:
Perceptual-Sensitive GAN for Generating Adversarial Patches. AAAI 2019: 1028-1035
[c344]
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Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao:
Smooth Deep Image Generator from Noises. AAAI 2019: 3731-3738
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Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao:
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. AAAI 2019: 9127-9134
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Zeyu Jiang, Changxing Ding, Minfeng Liu, Dacheng Tao:
Two-Stage Cascaded U-Net: 1st Place Solution to BraTS Challenge 2019 Segmentation Task. BrainLes@MICCAI (1) 2019: 231-241
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Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao:
MirrorGAN: Learning Text-To-Image Generation by Redescription. CVPR 2019: 1505-1514
[c340]
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Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao:
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping. CVPR 2019: 2427-2436
[c339]
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Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao:
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. CVPR 2019: 2946-2955
[c338]
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Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao:
On Exploring Undetermined Relationships for Visual Relationship Detection. CVPR 2019: 5128-5137
[c337]
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Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian:
Deep Modular Co-Attention Networks for Visual Question Answering. CVPR 2019: 6281-6290
[c336]
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Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao:
World From Blur. CVPR 2019: 8493-8504
[c335]
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Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao:
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation. CVPR 2019: 9788-9798
[c334]
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Zeyu Feng, Chang Xu, Dacheng Tao:
Self-Supervised Representation Learning by Rotation Feature Decoupling. CVPR 2019: 10364-10374
[c333]
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Dalu Guo, Chang Xu, Dacheng Tao:
Image-Question-Answer Synergistic Network for Visual Dialog. CVPR 2019: 10434-10443
[c332]
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Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao:
Fast Spatio-Temporal Residual Network for Video Super-Resolution. CVPR 2019: 10522-10531
[c331]
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Zeyu Feng, Chang Xu, Dacheng Tao:
Self-Supervised Representation Learning From Multi-Domain Data. ICCV 2019: 3244-3254
[c330]
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Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao:
Approximated Bilinear Modules for Temporal Modeling. ICCV 2019: 3493-3502
[c329]
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Hao Wang, Cheng Deng, Junchi Yan, Dacheng Tao:
Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query. ICCV 2019: 3938-3947
[c328]
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Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao:
Progressive Reconstruction of Visual Structure for Image Inpainting. ICCV 2019: 5961-5970
[c327]
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Zimo Liu, Jingya Wang, Shaogang Gong, Dacheng Tao, Huchuan Lu:
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification. ICCV 2019: 6121-6130
[c326]
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Baosheng Yu, Dacheng Tao:
Deep Metric Learning With Tuplet Margin Loss. ICCV 2019: 6489-6498
[c325]
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Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao:
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts. ICCV 2019: 7770-7779
[c324]
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Lianbo Zhang, Shaoli Huang, Wei Liu, Dacheng Tao:
Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization. ICCV 2019: 8330-8339
[c323]
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Fusheng Hao, Fengxiang He, Jun Cheng, Lei Wang, Jianzhong Cao, Dacheng Tao:
Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning. ICCV 2019: 8459-8468
[c322]
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Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhen-Hua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou:
The Seventh Visual Object Tracking VOT2019 Challenge Results. ICCV Workshops 2019: 2206-2241
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Wenyuan Xue, Qingyong Li, Dacheng Tao:
ReS2TIM: Reconstruct Syntactic Structures from Table Images. ICDAR 2019: 749-755
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Yang Liu, Cheng Lyu, Zhiyuan Liu, Dacheng Tao:
Building Effective Short Video Recommendation. ICME Workshops 2019: 651-656
[c319]
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Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao:
SPAGAN: Shortest Path Graph Attention Network. IJCAI 2019: 4099-4105
[c318]
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Chang Li, Dongjin Song, Dacheng Tao:
Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction: Multi-task RNN and Higer-order MRFs for Stock Price Classification. KDD 2019: 1141-1151
[c317]
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Lei Meng, Long Chen, Xun Yang, Dacheng Tao, Hanwang Zhang, Chunyan Miao, Tat-Seng Chua:
Learning Using Privileged Information for Food Recognition. ACM Multimedia 2019: 557-565
[c316]
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Yu Cao, Meng Fang, Dacheng Tao:
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering. NAACL-HLT (1) 2019: 357-362
[c315]
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Qiming Zhang, Jing Zhang, Wei Liu, Dacheng Tao:
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation. NeurIPS 2019: 433-443
[c314]
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Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao:
Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge. NeurIPS 2019: 885-895
[c313]
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  - conf/nips/HeLT19
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Fengxiang He, Tongliang Liu, Dacheng Tao:
Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence. NeurIPS 2019: 1141-1150
[c312]
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Yixing Xu, Yunhe Wang, Hanting Chen, Kai Han, Chunjing Xu, Dacheng Tao, Chang Xu:
Positive-Unlabeled Compression on the Cloud. NeurIPS 2019: 2561-2570
[c311]
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Yali Du, Lei Han, Meng Fang, Ji Liu, Tianhong Dai, Dacheng Tao:
LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning. NeurIPS 2019: 4405-4416
[c310]
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Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao:
Learning from Bad Data via Generation. NeurIPS 2019: 6042-6053
[c309]
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Chenwei Ding, Mingming Gong, Kun Zhang, Dacheng Tao:
Likelihood-Free Overcomplete ICA and Applications In Causal Discovery. NeurIPS 2019: 6880-6890
[c308]
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Zhuozhuo Tu, Jingwei Zhang, Dacheng Tao:
Theoretical Analysis of Adversarial Learning: A Minimax Approach. NeurIPS 2019: 12259-12269
[c307]
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Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao:
Hidden States Exploration for 3D Skeleton-Based Gesture Recognition. WACV 2019: 1846-1855
[c306]
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Liang Ding, Dacheng Tao:
The University of Sydney's Machine Translation System for WMT19. WMT (2) 2019: 175-182
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Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, Jeffrey Xu Yu:
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019. ACM 2019, ISBN 978-1-4503-6976-3 [contents]
[i186]
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Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao:
An Underwater Image Enhancement Benchmark Dataset and Beyond. CoRR abs/1901.05495 (2019)
[i185]
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De Xie, Muli Yang, Cheng Deng, Wei Liu, Dacheng Tao:
Fully-Featured Attribute Transfer. CoRR abs/1902.06258 (2019)
[i184]
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Chen Gong, Hengmin Zhang, Jian Yang, Dacheng Tao:
Learning with Inadequate and Incorrect Supervision. CoRR abs/1902.07429 (2019)
[i183]
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Dalu Guo, Chang Xu, Dacheng Tao:
Image-Question-Answer Synergistic Network for Visual Dialog. CoRR abs/1902.09774 (2019)
[i182]
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  - journals/corr/abs-1903-05854
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Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao:
MirrorGAN: Learning Text-to-image Generation by Redescription. CoRR abs/1903.05854 (2019)
[i181]
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  - journals/corr/abs-1904-01206
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Zhe Chen, Jing Zhang, Dacheng Tao:
Progressive LiDAR Adaptation for Road Detection. CoRR abs/1904.01206 (2019)
[i180]
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  - journals/corr/abs-1904-01367
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Fengxiang He, Tongliang Liu, Dacheng Tao:
Why ResNet Works? Residuals Generalize. CoRR abs/1904.01367 (2019)
[i179]
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Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao:
On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning. CoRR abs/1904.01747 (2019)
[i178]
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Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao:
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation. CoRR abs/1904.01870 (2019)
[i177]
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Xinyuan Chen, Chang Xu, Xiaokang Yang, Li Song, Dacheng Tao:
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. CoRR abs/1904.02296 (2019)
[i176]
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Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection by Optimizing F-Measures. CoRR abs/1904.02301 (2019)
[i175]
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Chang Xu, Dacheng Tao, Chao Xu:
Multi-View Intact Space Learning. CoRR abs/1904.02340 (2019)
[i174]
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Cheng Deng, Zhaojia Chen, Xianglong Liu, Xinbo Gao, Dacheng Tao:
Triplet-Based Deep Hashing Network for Cross-Modal Retrieval. CoRR abs/1904.02449 (2019)
[i173]
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Cheng Deng, Yumeng Xue, Xianglong Liu, Chao Li, Dacheng Tao:
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification. CoRR abs/1904.02454 (2019)
[i172]
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Cheng Deng, Zhao Li, Xinbo Gao, Dacheng Tao:
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics. CoRR abs/1904.02520 (2019)
[i171]
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Chen Gong, Tongliang Liu, Yuanyan Tang, Jian Yang, Jie Yang, Dacheng Tao:
A Regularization Approach for Instance-Based Superset Label Learning. CoRR abs/1904.02832 (2019)
[i170]
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Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao:
Fast Spatio-Temporal Residual Network for Video Super-Resolution. CoRR abs/1904.02870 (2019)
[i169]
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Maoying Qiao, Wei Bian, Richard Yida Xu, Dacheng Tao:
Diversified Hidden Markov Models for Sequential Labeling. CoRR abs/1904.03170 (2019)
[i168]
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Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Supervised Discrete Hashing with Relaxation. CoRR abs/1904.03549 (2019)
[i167]
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Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Fast Supervised Discrete Hashing. CoRR abs/1904.03556 (2019)
[i166]
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  - journals/corr/abs-1904-03828
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Chen Gong, Dacheng Tao, Xiaojun Chang, Jian Yang:
Ensemble Teaching for Hybrid Label Propagation. CoRR abs/1904.03828 (2019)
[i165]
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Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu:
Decomposition-Based Transfer Distance Metric Learning for Image Classification. CoRR abs/1904.03846 (2019)
[i164]
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Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu:
Multi-View Matrix Completion for Multi-Label Image Classification. CoRR abs/1904.03901 (2019)
[i163]
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Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification. CoRR abs/1904.03921 (2019)
[i162]
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Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao:
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. CoRR abs/1904.03982 (2019)
[i161]
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Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain. CoRR abs/1904.04061 (2019)
[i160]
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Yong Luo, Yonggang Wen, Dacheng Tao:
Heterogeneous Multi-task Metric Learning across Multiple Domains. CoRR abs/1904.04081 (2019)
[i159]
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Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu:
Large Margin Multi-modal Multi-task Feature Extraction for Image Classification. CoRR abs/1904.04088 (2019)
[i158]
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  - journals/corr/abs-1904-04969
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Yu Cao, Meng Fang, Dacheng Tao:
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering. CoRR abs/1904.04969 (2019)
[i157]
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Xun Yang, Meng Wang, Dacheng Tao:
Person Re-identification with Metric Learning using Privileged Information. CoRR abs/1904.05005 (2019)
[i156]
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Cheng Deng, Xianglong Liu, Chao Li, Dacheng Tao:
Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. CoRR abs/1904.05200 (2019)
[i155]
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Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao:
Adapting Stochastic Block Models to Power-Law Degree Distributions. CoRR abs/1904.05335 (2019)
[i154]
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  - journals/corr/abs-1904-06024
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Yu Zhang, Xinchao Wang, Xiaojun Bi, Dacheng Tao:
A Light Dual-Task Neural Network for Haze Removal. CoRR abs/1904.06024 (2019)
[i153]
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  - journals/corr/abs-1904-06505
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Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, Dacheng Tao:
dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs. CoRR abs/1904.06505 (2019)
[i152]
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  - journals/corr/abs-1904-06593
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Guoliang Kang, Jun Li, Dacheng Tao:
Shakeout: A New Approach to Regularized Deep Neural Network Training. CoRR abs/1904.06593 (2019)
[i151]
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  - journals/corr/abs-1904-06685
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Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. CoRR abs/1904.06685 (2019)
[i150]
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  - journals/corr/abs-1904-06689
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Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion. CoRR abs/1904.06689 (2019)
[i149]
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  - journals/corr/abs-1904-06842
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Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao:
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching. CoRR abs/1904.06842 (2019)
[i148]
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  - journals/corr/abs-1904-07426
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Jinghan Yao, Zhou Yu, Jun Yu, Dacheng Tao:
Single Pixel Reconstruction for One-stage Instance Segmentation. CoRR abs/1904.07426 (2019)
[i147]
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  - journals/corr/abs-1904-07488
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Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao:
Shared Predictive Cross-Modal Deep Quantization. CoRR abs/1904.07488 (2019)
[i146]
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Xuelong Li, Kang Liu, Yongsheng Dong, Dacheng Tao:
Patch alignment manifold matting. CoRR abs/1904.07588 (2019)
[i145]
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  - journals/corr/abs-1904-08098
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Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao:
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. CoRR abs/1904.08098 (2019)
[i144]
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  - journals/corr/abs-1904-08412
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Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao:
SCE: A manifold regularized set-covering method for data partitioning. CoRR abs/1904.08412 (2019)
[i143]
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  - journals/corr/abs-1904-08623
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Xianglong Liu, Lei Huang, Cheng Deng, Bo Lang, Dacheng Tao:
Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. CoRR abs/1904.08623 (2019)
[i142]
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  - journals/corr/abs-1904-08632
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Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin:
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. CoRR abs/1904.08632 (2019)
[i141]
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  - journals/corr/abs-1904-08671
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Dayong Tian, Dacheng Tao:
Coupled Learning for Facial Deblur. CoRR abs/1904.08671 (2019)
[i140]
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Dayong Tian, Dacheng Tao:
Global Hashing System for Fast Image Search. CoRR abs/1904.08685 (2019)
[i139]
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  - journals/corr/abs-1904-09602
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Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao:
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. CoRR abs/1904.09602 (2019)
[i138]
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  - journals/corr/abs-1904-09747
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Jian Zhang, Jun Yu, Dacheng Tao:
Local Deep-Feature Alignment for Unsupervised Dimension Reduction. CoRR abs/1904.09747 (2019)
[i137]
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  - journals/corr/abs-1904-10100
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Weifeng Liu, Dacheng Tao:
Multiview Hessian Regularization for Image Annotation. CoRR abs/1904.10100 (2019)
[i136]
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  - journals/corr/abs-1904-10411
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Bolun Cai, Xiangmin Xu, Xiaofen Xing, Kui Jia, Jie Miao, Dacheng Tao:
BIT: Biologically Inspired Tracker. CoRR abs/1904.10411 (2019)
[i135]
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  - journals/corr/abs-1904-11151
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Kui Jia, Jiehong Lin, Mingkui Tan, Dacheng Tao:
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers. CoRR abs/1904.11151 (2019)
[i134]
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  - journals/corr/abs-1904-12274
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Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao:
Robust subspace clustering by Cauchy loss function. CoRR abs/1904.12274 (2019)
[i133]
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  - journals/corr/abs-1905-01595
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Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao:
On Exploring Undetermined Relationships for Visual Relationship Detection. CoRR abs/1905.01595 (2019)
[i132]
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  - journals/corr/abs-1905-03465
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Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao:
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. CoRR abs/1905.03465 (2019)
[i131]
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  - journals/corr/abs-1905-05177
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Jun Li, Xun Lin, Xiaoguang Rui, Yong Rui, Dacheng Tao:
A Distributed Approach towards Discriminative Distance Metric Learning. CoRR abs/1905.05177 (2019)
[i130]
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  - journals/corr/abs-1905-05929
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Kui Jia, Shuai Li, Yuxin Wen, Tongliang Liu, Dacheng Tao:
Orthogonal Deep Neural Networks. CoRR abs/1905.05929 (2019)
[i129]
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  - journals/corr/abs-1905-07862
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Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao:
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts. CoRR abs/1905.07862 (2019)
[i128]
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  - journals/corr/abs-1905-08965
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Sicheng Wang, Bihan Wen, Junru Wu, Dacheng Tao, Zhangyang Wang:
Segmentation-Aware Image Denoising without Knowing True Segmentation. CoRR abs/1905.08965 (2019)
[i127]
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  - journals/corr/abs-1906-00495
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Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis:
Truncated Cauchy Non-negative Matrix Factorization. CoRR abs/1906.00495 (2019)
[i126]
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  - journals/corr/abs-1906-01796
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Chenhong Zhou, Changxing Ding, Xinchao Wang, Zhentai Lu, Dacheng Tao:
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation. CoRR abs/1906.01796 (2019)
[i125]
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  - journals/corr/abs-1906-02467
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Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao:
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. CoRR abs/1906.02467 (2019)
[i124]
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  - journals/corr/abs-1906-03625
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Xusheng Zeng, Changxing Ding, Yonggang Wen, Dacheng Tao:
Soft-ranking Label Encoding for Robust Facial Age Estimation. CoRR abs/1906.03625 (2019)
[i123]
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  - journals/corr/abs-1906-04334
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Jing Zhang, Dacheng Tao:
FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network. CoRR abs/1906.04334 (2019)
[i122]
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  - journals/corr/abs-1906-04976
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Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao:
CDPM: Convolutional Deformable Part Models for Person Re-identification. CoRR abs/1906.04976 (2019)
[i121]
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  - journals/corr/abs-1906-10770
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Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian:
Deep Modular Co-Attention Networks for Visual Question Answering. CoRR abs/1906.10770 (2019)
[i120]
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Liang Ding, Dacheng Tao:
The University of Sydney's Machine Translation System for WMT19. CoRR abs/1907.00494 (2019)
[i119]
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Zhang Zhang, Dacheng Tao:
Slow Feature Analysis for Human Action Recognition. CoRR abs/1907.06670 (2019)
[i118]
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao:
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems. CoRR abs/1907.06814 (2019)
[i117]
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Yipeng Mou, Mingming Gong, Huan Fu, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao:
Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach. CoRR abs/1907.06882 (2019)
[i116]
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Dalu Guo, Chang Xu, Dacheng Tao:
Graph Reasoning Networks for Visual Question Answering. CoRR abs/1907.09815 (2019)
[i115]
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  - journals/corr/abs-1908-02023
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Kai Han, Yunhe Wang, Yixing Xu, Chunjing Xu, Dacheng Tao, Chang Xu:
Full-Stack Filters to Build Minimum Viable CNNs. CoRR abs/1908.02023 (2019)
[i114]
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Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian:
Multimodal Unified Attention Networks for Vision-and-Language Interactions. CoRR abs/1908.04107 (2019)
[i113]
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Liang Ding, Dacheng Tao:
Recurrent Graph Syntax Encoder for Neural Machine Translation. CoRR abs/1908.06559 (2019)
[i112]
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Gang Hu, Lingbo Liu, Dacheng Tao, Jie Song, K. C. S. Kwok:
Investigation of wind pressures on tall building under interference effects using machine learning techniques. CoRR abs/1908.07307 (2019)
[i111]
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  - journals/corr/abs-1909-01525
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Chenwei Ding, Mingming Gong, Kun Zhang, Dacheng Tao:
Likelihood-Free Overcomplete ICA and Applications in Causal Discovery. CoRR abs/1909.01525 (2019)
[i110]
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  - journals/corr/abs-1909-07622
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Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao:
Quantum algorithm for finding the negative curvature direction in non-convex optimization. CoRR abs/1909.07622 (2019)
[i109]
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  - journals/corr/abs-1909-09757
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Yixing Xu, Yunhe Wang, Hanting Chen, Kai Han, Chunjing Xu, Dacheng Tao, Chang Xu:
Positive-Unlabeled Compression on the Cloud. CoRR abs/1909.09757 (2019)
[i108]
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  - journals/corr/abs-1909-12507
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Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin R. Hancock:
Region-wise Generative Adversarial ImageInpainting for Large Missing Areas. CoRR abs/1909.12507 (2019)
[i107]
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  - journals/corr/abs-1910-03718
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Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao:
On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications. CoRR abs/1910.03718 (2019)
[i106]
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  - journals/corr/abs-1910-12223
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Jing Zhang, Zhe Chen, Dacheng Tao:
Human Keypoint Detection by Progressive Context Refinement. CoRR abs/1910.12223 (2019)
[i105]
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  - journals/corr/abs-1910-13049
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Qiming Zhang, Jing Zhang, Wei Liu, Dacheng Tao:
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation. CoRR abs/1910.13049 (2019)
[i104]
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  - journals/corr/abs-1911-12053
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Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao:
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing. CoRR abs/1911.12053 (2019)
[i103]
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  - journals/corr/abs-1911-12476
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Shaoli Huang, Dacheng Tao:
All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning. CoRR abs/1911.12476 (2019)
[i102]
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  - journals/corr/abs-1911-12501
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Sanjeev Sharma, Shaoli Huang, Dacheng Tao:
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation. CoRR abs/1911.12501 (2019)
[i101]
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  - journals/corr/abs-1911-12675
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Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao:
Continuous Dropout. CoRR abs/1911.12675 (2019)
[i100]
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  - journals/corr/abs-1911-12682
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Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao:
Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. CoRR abs/1911.12682 (2019)
[i99]
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  - journals/corr/abs-1912-01447
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Xu Shen, Xinmei Tian, Anfeng He, Shaoyan Sun, Dacheng Tao:
Transform-Invariant Convolutional Neural Networks for Image Classification and Search. CoRR abs/1912.01447 (2019)
[i98]
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  - journals/corr/abs-1912-07010
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Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao:
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection. CoRR abs/1912.07010 (2019)
2018
[j414]
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Hui Peng, Yi Zheng, Michael Blumenstein, Dacheng Tao, Jinyan Li:
CRISPR/Cas9 cleavage efficiency regression through boosting algorithms and Markov sequence profiling. Bioinform. 34(18): 3069-3077 (2018)
[j413]
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  - journals/ijcv/XieTZLZQ18
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Yuan Xie, Dacheng Tao, Wensheng Zhang, Yan Liu, Lei Zhang, Yanyun Qu:
On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization. Int. J. Comput. Vis. 126(11): 1157-1179 (2018)
[j412]
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Nannan Wang, Xinbo Gao, Dacheng Tao, Heng Yang, Xuelong Li:
Facial feature point detection: A comprehensive survey. Neurocomputing 275: 50-65 (2018)
[j411]
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  - journals/inffus/ZhangLBHT18
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Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao:
Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review. Inf. Fusion 40: 57-75 (2018)
[j410]
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Xinke Shen, Tao Liu, Dacheng Tao, Yubo Fan, Jicong Zhang, Shuyu Li, Jiyang Jiang, Wanlin Zhu, Yilong Wang, Yongjun Wang, Henry Brodaty, Perminder S. Sachdev, Wei Wen:
Variation in longitudinal trajectories of cortical sulci in normal elderly. NeuroImage 166: 1-9 (2018)
[j409]
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  - journals/pami/GuiLSTT18
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Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Fast Supervised Discrete Hashing. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 490-496 (2018)
[j408]
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  - journals/pami/DingT18
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Changxing Ding, Dacheng Tao:
Trunk-Branch Ensemble Convolutional Neural Networks for Video-Based Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 1002-1014 (2018)
[j407]
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Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao:
Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 40(5): 1100-1113 (2018)
[j406]
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Guoliang Kang, Jun Li, Dacheng Tao:
Shakeout: A New Approach to Regularized Deep Neural Network Training. IEEE Trans. Pattern Anal. Mach. Intell. 40(5): 1245-1258 (2018)
[j405]
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  - journals/pr/DengLLT18
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Cheng Deng, Xianglong Liu, Chao Li, Dacheng Tao:
Active multi-kernel domain adaptation for hyperspectral image classification. Pattern Recognit. 77: 306-315 (2018)
[j404]
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  - journals/pr/ZhaoYYXYJZT18
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Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao:
Multi-view manifold learning with locality alignment. Pattern Recognit. 78: 154-166 (2018)
[j403]
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  - journals/pr/FuGWT18
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Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao:
MoE-SPNet: A mixture-of-experts scene parsing network. Pattern Recognit. 84: 226-236 (2018)
[j402]
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  - journals/spl/ZhangWBT18
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Yu Zhang, Xinchao Wang, Xiaojun Bi, Dacheng Tao:
A Light Dual-Task Neural Network for Haze Removal. IEEE Signal Process. Lett. 25(8): 1231-1235 (2018)
[j401]
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  - journals/tase/DuXT18
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Yali Du, Chang Xu, Dacheng Tao:
Matrix Factorization for Collaborative Budget Allocation. IEEE Trans Autom. Sci. Eng. 15(4): 1471-1482 (2018)
[j400]
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  - journals/tcsv/MeiLTTN18
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Tao Mei, Lusong Li, Xinmei Tian, Dacheng Tao, Chong-Wah Ngo:
PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages. IEEE Trans. Circuits Syst. Video Technol. 28(1): 254-266 (2018)
[j399]
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  - journals/tcyb/ZhangZDHTT18
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Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao:
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Trans. Cybern. 48(1): 16-28 (2018)
[j398]
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Chen Gong, Tongliang Liu, Yuanyan Tang, Jian Yang, Jie Yang, Dacheng Tao:
A Regularization Approach for Instance-Based Superset Label Learning. IEEE Trans. Cybern. 48(3): 967-978 (2018)
[j397]
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  - journals/tcyb/FanZDCT18
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Mingyu Fan, Xiaoqin Zhang, Liang Du, Liang Chen, Dacheng Tao:
Semi-Supervised Learning Through Label Propagation on Geodesics. IEEE Trans. Cybern. 48(5): 1486-1499 (2018)
[j396]
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Fang Guo, Wenguan Wang, Jianbing Shen, Ling Shao, Jian Yang, Dacheng Tao, Yuan Yan Tang:
Video Saliency Detection Using Object Proposals. IEEE Trans. Cybern. 48(11): 3159-3170 (2018)
[j395]
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  - journals/tie/DongDZST18
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Xinghui Dong, Junyu Dong, Huiyu Zhou, Jianyuan Sun, Dacheng Tao:
Automatic Chinese Postal Address Block Location Using Proximity Descriptors and Cooperative Profit Random Forests. IEEE Trans. Ind. Electron. 65(5): 4401-4412 (2018)
[j394]
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Jun Yu, Chaoqun Hong, Yong Rui, Dacheng Tao:
Multitask Autoencoder Model for Recovering Human Poses. IEEE Trans. Ind. Electron. 65(6): 5060-5068 (2018)
[j393]
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  - journals/tip/YangWT18
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Xun Yang, Meng Wang, Dacheng Tao:
Person Re-Identification With Metric Learning Using Privileged Information. IEEE Trans. Image Process. 27(2): 791-805 (2018)
[j392]
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Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection by Optimizing F-Measures. IEEE Trans. Image Process. 27(3): 1323-1335 (2018)
[j391]
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Jian Zhang, Jun Yu, Dacheng Tao:
Local Deep-Feature Alignment for Unsupervised Dimension Reduction. IEEE Trans. Image Process. 27(5): 2420-2432 (2018)
[j390]
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Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao:
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching. IEEE Trans. Image Process. 27(6): 2777-2790 (2018)
[j389]
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Ruxin Wang, Dacheng Tao:
Training Very Deep CNNs for General Non-Blind Deconvolution. IEEE Trans. Image Process. 27(6): 2897-2910 (2018)
[j388]
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Cheng Deng, Zhaojia Chen, Xianglong Liu, Xinbo Gao, Dacheng Tao:
Triplet-Based Deep Hashing Network for Cross-Modal Retrieval. IEEE Trans. Image Process. 27(8): 3893-3903 (2018)
[j387]
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Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao:
Perceptual Adversarial Networks for Image-to-Image Transformation. IEEE Trans. Image Process. 27(8): 4066-4079 (2018)
[j386]
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Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao:
Multi-Task Learning for Blind Source Separation. IEEE Trans. Image Process. 27(9): 4219-4231 (2018)
[j385]
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Long Lan, Xinchao Wang, Shiliang Zhang, Dacheng Tao, Wen Gao, Thomas S. Huang:
Interacting Tracklets for Multi-Object Tracking. IEEE Trans. Image Process. 27(9): 4585-4597 (2018)
[j384]
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Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao:
Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. IEEE Trans. Image Process. 27(10): 5155-5166 (2018)
[j383]
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  - https://dblp.org/rec/journals/tmm/FuLWTLD18
Qiang Fu, Yong Luo, Yonggang Wen, Dacheng Tao, Ying Li, Ling-Yu Duan:
Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach. IEEE Trans. Multim. 20(8): 2114-2125 (2018)
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Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Supervised Discrete Hashing With Relaxation. IEEE Trans. Neural Networks Learn. Syst. 29(3): 608-617 (2018)
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Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin:
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1301-1313 (2018)
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Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao:
SCE: A Manifold Regularized Set-Covering Method for Data Partitioning. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1760-1773 (2018)
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Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao:
On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1975-1985 (2018)
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Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng Tao:
GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2323-2336 (2018)
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Ruxin Wang, Tongliang Liu, Dacheng Tao:
Multiclass Learning With Partially Corrupted Labels. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2568-2580 (2018)
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Xuelong Li, Kang Liu, Yongsheng Dong, Dacheng Tao:
Patch Alignment Manifold Matting. IEEE Trans. Neural Networks Learn. Syst. 29(7): 3214-3226 (2018)
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Fa Zhu, Junbin Gao, Chunyan Xu, Jian Yang, Dacheng Tao:
On Selecting Effective Patterns for Fast Support Vector Regression Training. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3610-3622 (2018)
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Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao:
Continuous Dropout. IEEE Trans. Neural Networks Learn. Syst. 29(9): 3926-3937 (2018)
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Yong Luo, Yonggang Wen, Dacheng Tao:
Heterogeneous Multitask Metric Learning Across Multiple Domains. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4051-4064 (2018)
[j372]
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Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao:
Shared Predictive Cross-Modal Deep Quantization. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5292-5303 (2018)
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Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao:
Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. 29(12): 5947-5959 (2018)
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Min Tan, Jun Yu, Zhou Yu, Fei Gao, Yong Rui, Dacheng Tao:
User-Click-Data-Based Fine-Grained Image Recognition via Weakly Supervised Metric Learning. ACM Trans. Multim. Comput. Commun. Appl. 14(3): 70:1-70:23 (2018)
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Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao:
Sequence-to-Sequence Learning via Shared Latent Representation. AAAI 2018: 2395-2402
[c304]
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Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao:
Reinforced Multi-Label Image Classification by Exploring Curriculum. AAAI 2018: 3183-3190
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Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao:
Domain Generalization via Conditional Invariant Representations. AAAI 2018: 3579-3587
[c302]
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Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Adversarial Learning of Portable Student Networks. AAAI 2018: 4260-4267
[c301]
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Shan You, Chang Xu, Chao Xu, Dacheng Tao:
Learning With Single-Teacher Multi-Student. AAAI 2018: 4390-4397
[c300]
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  - conf/ccs/DuFYCT18
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Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao:
Towards Query Efficient Black-box Attacks: An Input-free Perspective. AISec@CCS 2018: 13-24
[c299]
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Fangfang Wang, Liming Zhao, Xi Li, Xinchao Wang, Dacheng Tao:
Geometry-Aware Scene Text Detection With Instance Transformation Network. CVPR 2018: 1381-1389
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Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao:
Deep Ordinal Regression Network for Monocular Depth Estimation. CVPR 2018: 2002-2011
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Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao:
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. CVPR 2018: 4242-4251
[c296]
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Xiyu Yu, Tongliang Liu, Mingming Gong, Kayhan Batmanghelich, Dacheng Tao:
An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption. CVPR 2018: 4480-4489
[c295]
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  - conf/dsc/NanT18
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Lihao Nan, Dacheng Tao:
Bitcoin Mixing Detection Using Deep Autoencoder. DSC 2018: 280-287
[c294]
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Xiyu Yu, Tongliang Liu, Mingming Gong, Dacheng Tao:
Learning with Biased Complementary Labels. ECCV (1) 2018: 69-85
[c293]
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  - conf/eccv/YuLGDT18
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Baosheng Yu, Tongliang Liu, Mingming Gong, Changxing Ding, Dacheng Tao:
Correcting the Triplet Selection Bias for Triplet Loss. ECCV (6) 2018: 71-86
[c292]
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Zhe Chen, Shaoli Huang, Dacheng Tao:
Context Refinement for Object Detection. ECCV (8) 2018: 74-89
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Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao:
Attention-GAN for Object Transfiguration in Wild Images. ECCV (2) 2018: 167-184
[c290]
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  - conf/eccv/YohanandanSDT18
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Shivanthan A. C. Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao:
Saliency Preservation in Low-Resolution Grayscale Images. ECCV (6) 2018: 237-254
[c289]
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Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song:
Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. ECCV (13) 2018: 244-260
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Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song:
Selective Zero-Shot Classification with Augmented Attributes. ECCV (9) 2018: 474-490
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Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao:
FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification. ECCV (10) 2018: 475-490
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Ya Li, Xinmei Tian, Mingming Gong, Yajing Liu, Tongliang Liu, Kun Zhang, Dacheng Tao:
Deep Domain Generalization via Conditional Invariant Adversarial Networks. ECCV (15) 2018: 647-663
[c285]
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Zeyu Feng, Chang Xu, Dacheng Tao:
Historical Gradient Boosting Machine. GCAI 2018: 68-80
[c284]
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Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao:
Semantic Structure-based Unsupervised Deep Hashing. IJCAI 2018: 1064-1070
[c283]
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Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao:
Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. IJCAI 2018: 1114-1120
[c282]
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Yuxuan Du, Tongliang Liu, Yinan Li, Runyao Duan, Dacheng Tao:
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization. IJCAI 2018: 2093-2099
[c281]
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Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao:
R-SVM+: Robust Learning with Privileged Information. IJCAI 2018: 2411-2417
[c280]
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Yong Luo, Tongliang Liu, Yonggang Wen, Dacheng Tao:
Online Heterogeneous Transfer Metric Learning. IJCAI 2018: 2525-2531
[c279]
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  - conf/kdd/SongXCCT18
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Dongjin Song, Ning Xia, Wei Cheng, Haifeng Chen, Dacheng Tao:
Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval. KDD 2018: 2229-2238
[c278]
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Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao:
Towards Evolutionary Compression. KDD 2018: 2476-2485
[c277]
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Yanwu Xu, Mingming Gong, Huan Fu, Dacheng Tao, Kun Zhang, Kayhan Batmanghelich:
Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2018: 222-233
[c276]
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Jian Cheng, Tao Liu, Feng Shi, Ruiliang Bai, Jicong Zhang, Haogang Zhu, Dacheng Tao, Peter J. Basser:
On Quantifying Local Geometric Structures of Fiber Tracts. MICCAI (3) 2018: 392-400
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Chenhong Zhou, Shengcong Chen, Changxing Ding, Dacheng Tao:
Learning Contextual and Attentive Information for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2018: 497-507
[c274]
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Chenhong Zhou, Changxing Ding, Zhentai Lu, Xinchao Wang, Dacheng Tao:
One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor Segmentation. MICCAI (3) 2018: 637-645
[c273]
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Yibing Zhan, Jun Yu, Zhou Yu, Rong Zhang, Dacheng Tao, Qi Tian:
Comprehensive Distance-Preserving Autoencoders for Cross-Modal Retrieval. ACM Multimedia 2018: 1137-1145
[c272]
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Yunhe Wang, Chang Xu, Chunjing Xu, Chao Xu, Dacheng Tao:
Learning Versatile Filters for Efficient Convolutional Neural Networks. NeurIPS 2018: 1615-1625
[c271]
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Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song:
Dual Swap Disentangling. NeurIPS 2018: 5898-5908
[c270]
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Binshuai Wang, Xianglong Liu, Ke Xia, Kotagiri Ramamohanarao, Dacheng Tao:
Random Angular Projection for Fast Nearest Subspace Search. PCM (1) 2018: 15-26
[i97]
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Jingwei Zhang, Tongliang Liu, Dacheng Tao:
On the Rates of Convergence from Surrogate Risk Minimizers to the Bayes Optimal Classifier. CoRR abs/1802.03688 (2018)
[i96]
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Jiang Bian, Dayong Tian, Yuanyan Tang, Dacheng Tao:
A survey on trajectory clustering analysis. CoRR abs/1802.06971 (2018)
[i95]
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Fanhua Shang, Kaiwen Zhou, James Cheng, Ivor W. Tsang, Lijun Zhang, Dacheng Tao:
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. CoRR abs/1802.09932 (2018)
[i94]
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Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao:
Evolutionary Generative Adversarial Networks. CoRR abs/1803.00657 (2018)
[i93]
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Dayong Tian, Jun Yu, Yuanyan Tang, Dacheng Tao:
Learning Decorrelated Hashing Codes for Multimodal Retrieval. CoRR abs/1803.00682 (2018)
[i92]
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Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao:
Attention-GAN for Object Transfiguration in Wild Images. CoRR abs/1803.06798 (2018)
[i91]
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Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao:
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. CoRR abs/1804.01223 (2018)
[i90]
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Mingming Gong, Kun Zhang, Biwei Huang, Clark Glymour, Dacheng Tao, Kayhan Batmanghelich:
Causal Generative Domain Adaptation Networks. CoRR abs/1804.04333 (2018)
[i89]
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Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao:
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification. CoRR abs/1804.04784 (2018)
[i88]
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Xiaoqing Yin, Xiyang Dai, Xinchao Wang, Maojun Zhang, Dacheng Tao, Larry S. Davis:
Deep Motion Boundary Detection. CoRR abs/1804.04785 (2018)
[i87]
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Jingwei Zhang, Tongliang Liu, Dacheng Tao:
An Information-Theoretic View for Deep Learning. CoRR abs/1804.09060 (2018)
[i86]
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Bo Du, Shihan Cai, Chen Wu, Liangpei Zhang, Dacheng Tao:
Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker. CoRR abs/1804.09323 (2018)
[i85]
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Lin Wu, Yang Wang, Junbin Gao, Dacheng Tao:
Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification. CoRR abs/1804.11027 (2018)
[i84]
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Baosheng Yu, Dacheng Tao:
Anchor Cascade for Efficient Face Detection. CoRR abs/1805.03363 (2018)
[i83]
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Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao:
Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. CoRR abs/1805.03508 (2018)
[i82]
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Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao:
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition. CoRR abs/1805.06184 (2018)
[i81]
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Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song:
Dual Swap Disentangling. CoRR abs/1805.10583 (2018)
[i80]
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  - journals/corr/abs-1805-11811
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Liu Liu, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao:
Stochastic Zeroth-order Optimization via Variance Reduction method. CoRR abs/1805.11811 (2018)
[i79]
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  - journals/corr/abs-1806-02446
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Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao:
Deep Ordinal Regression Network for Monocular Depth Estimation. CoRR abs/1806.02446 (2018)
[i78]
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Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao:
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network. CoRR abs/1806.07049 (2018)
[i77]
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  - journals/corr/abs-1807-00202
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Yu Liu, Guanlong Zhao, Boyuan Gong, Yang Li, Ritu Raj, Niraj Goel, Satya Kesav, Sandeep Gottimukkala, Zhangyang Wang, Wenqi Ren, Dacheng Tao:
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study. CoRR abs/1807.00202 (2018)
[i76]
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Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song:
Selective Zero-Shot Classification with Augmented Attributes. CoRR abs/1807.07437 (2018)
[i75]
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Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao:
Domain Generalization via Conditional Invariant Representation. CoRR abs/1807.08479 (2018)
[i74]
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Tianyu Guo, Chang Xu, Shiyi He, Boxin Shi, Chao Xu, Dacheng Tao:
Robust Student Network Learning. CoRR abs/1807.11158 (2018)
[i73]
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Fengxiang He, Tongliang Liu, Geoffrey I. Webb, Dacheng Tao:
Instance-Dependent PU Learning by Bayesian Optimal Relabeling. CoRR abs/1808.02180 (2018)
[i72]
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Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Dacheng Tao, Hong Zhang:
Discriminative multi-view Privileged Information learning for image re-ranking. CoRR abs/1808.04437 (2018)
[i71]
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  - journals/corr/abs-1809-00781
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Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao:
Matrix Infinitely Divisible Series: Tail Inequalities and Applications in Optimization. CoRR abs/1809.00781 (2018)
[i70]
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Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao:
Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem. CoRR abs/1809.02505 (2018)
[i69]
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  - journals/corr/abs-1809-02918
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Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao:
Towards Query Efficient Black-box Attacks: An Input-free Perspective. CoRR abs/1809.02918 (2018)
[i68]
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  - journals/corr/abs-1809-05852
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Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao:
Geometry-Consistent Adversarial Networks for One-Sided Unsupervised Domain Mapping. CoRR abs/1809.05852 (2018)
[i67]
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao:
Implementable Quantum Classifier for Nonlinear Data. CoRR abs/1809.06056 (2018)
[i66]
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Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao:
Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient. CoRR abs/1809.09853 (2018)
[i65]
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  - journals/corr/abs-1810-03944
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Yong Luo, Yonggang Wen, Ling-Yu Duan, Dacheng Tao:
Transfer Metric Learning: Algorithms, Applications and Outlooks. CoRR abs/1810.03944 (2018)
[i64]
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  - journals/corr/abs-1810-11922
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Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao:
The Expressive Power of Parameterized Quantum Circuits. CoRR abs/1810.11922 (2018)
[i63]
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  - journals/corr/abs-1811-03270
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Jingwei Zhang, Tongliang Liu, Dacheng Tao:
An Optimal Transport View on Generalization. CoRR abs/1811.03270 (2018)
[i62]
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  - journals/corr/abs-1811-04351
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Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao:
Generalization Bounds for Vicinal Risk Minimization Principle. CoRR abs/1811.04351 (2018)
[i61]
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Zhuozhuo Tu, Jingwei Zhang, Dacheng Tao:
Theoretical Analysis of Adversarial Learning: A Minimax Approach. CoRR abs/1811.05232 (2018)
[i60]
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Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao:
Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling. CoRR abs/1811.07498 (2018)
[i59]
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  - journals/corr/abs-1812-06597
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Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Learning Student Networks via Feature Embedding. CoRR abs/1812.06597 (2018)
2017
[j369]
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Hui Peng, Chaowang Lan, Yi Zheng, Gyorgy Hutvagner, Dacheng Tao, Jinyan Li:
Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite. BMC Bioinform. 18(1): 193:1-193:17 (2017)
[j368]
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Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
LAM³L: Locally adaptive maximum margin metric learning for visual data classification. Neurocomputing 235: 1-9 (2017)
[j367]
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  - journals/isci/HuYWDT17
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Wenbin Hu, Liping Yan, Huan Wang, Bo Du, Dacheng Tao:
Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model. Inf. Sci. 381: 209-228 (2017)
[j366]
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Chao Zhang, Lei Du, Dacheng Tao:
LSV-Based Tail Inequalities for Sums of Random Matrices. Neural Comput. 29(1): 247-262 (2017)
[j365]
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Tongliang Liu, Dacheng Tao, Mingli Song, Stephen J. Maybank:
Algorithm-Dependent Generalization Bounds for Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 227-241 (2017)
[j364]
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Wei Xiong, Lefei Zhang, Bo Du, Dacheng Tao:
Combining local and global: Rich and robust feature pooling for visual recognition. Pattern Recognit. 62: 225-235 (2017)
[j363]
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  - journals/pr/QiaoLYXT17
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Maoying Qiao, Liu Liu, Jun Yu, Chang Xu, Dacheng Tao:
Diversified dictionaries for multi-instance learning. Pattern Recognit. 64: 407-416 (2017)
[j362]
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Changxing Ding, Dacheng Tao:
Pose-invariant face recognition with homography-based normalization. Pattern Recognit. 66: 144-152 (2017)
[j361]
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  - journals/pr/HouCTZLZ17
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Sujuan Hou, Ling Chen, Dacheng Tao, Shangbo Zhou, Wenjie Liu, Yuanjie Zheng:
Multi-layer multi-view topic model for classifying advertising video. Pattern Recognit. 68: 66-81 (2017)
[j360]
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Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. 47(1): 14-26 (2017)
[j359]
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Kun Zeng, Jun Yu, Ruxin Wang, Cuihua Li, Dacheng Tao:
Coupled Deep Autoencoder for Single Image Super-Resolution. IEEE Trans. Cybern. 47(1): 27-37 (2017)
[j358]
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Bo Du, Wei Xiong, Jia Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Trans. Cybern. 47(4): 1017-1027 (2017)
[j357]
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Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao:
Dynamically Modulated Mask Sparse Tracking. IEEE Trans. Cybern. 47(11): 3706-3718 (2017)
[j356]
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Meng Fang, Jie Yin, Lawrence O. Hall, Dacheng Tao:
Active Multitask Learning With Trace Norm Regularization Based on Excess Risk. IEEE Trans. Cybern. 47(11): 3906-3915 (2017)
[j355]
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Jun Yu, Xiaokang Yang, Fei Gao, Dacheng Tao:
Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking. IEEE Trans. Cybern. 47(12): 4014-4024 (2017)
[j354]
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Dayong Tian, Dacheng Tao:
Global Hashing System for Fast Image Search. IEEE Trans. Image Process. 26(1): 79-89 (2017)
[j353]
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Zhe Xu, Dacheng Tao, Shaoli Huang, Ya Zhang:
Friend or Foe: Fine-Grained Categorization With Weak Supervision. IEEE Trans. Image Process. 26(1): 135-146 (2017)
[j352]
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Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao:
Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification. IEEE Trans. Image Process. 26(1): 452-463 (2017)
[j351]
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Qingshan Liu, Jiankang Deng, Jing Yang, Guangcan Liu, Dacheng Tao:
Adaptive Cascade Regression Model For Robust Face Alignment. IEEE Trans. Image Process. 26(2): 797-807 (2017)
[j350]
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Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Trans. Image Process. 26(4): 1694-1707 (2017)
[j349]
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Dihong Gong, Zhifeng Li, Weilin Huang, Xuelong Li, Dacheng Tao:
Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach. IEEE Trans. Image Process. 26(5): 2079-2089 (2017)
[j348]
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Jiatong Li, Chenwei Deng, Richard Yi Da Xu, Dacheng Tao, Baojun Zhao:
Robust Object Tracking With Discrete Graph-Based Multiple Experts. IEEE Trans. Image Process. 26(6): 2736-2750 (2017)
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Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Dacheng Tao:
Discriminative Multi-View Interactive Image Re-Ranking. IEEE Trans. Image Process. 26(7): 3113-3127 (2017)
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Li Sun, Ke Chen, Mingli Song, Dacheng Tao, Gang Chen, Chun Chen:
Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Trans. Image Process. 26(7): 3331-3343 (2017)
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Yunhe Wang, Chang Xu, Shan You, Chao Xu, Dacheng Tao:
DCT Regularized Extreme Visual Recovery. IEEE Trans. Image Process. 26(7): 3360-3371 (2017)
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Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, Dacheng Tao:
dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs. IEEE Trans. Image Process. 26(8): 3951-3964 (2017)
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Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao:
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. IEEE Trans. Image Process. 26(9): 4331-4346 (2017)
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Xinchao Wang, Bin Fan, Shiyu Chang, Zhangyang Wang, Xianming Liu, Dacheng Tao, Thomas S. Huang:
Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects. IEEE Trans. Image Process. 26(10): 4765-4776 (2017)
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Xianglong Liu, Zhujin Li, Cheng Deng, Dacheng Tao:
Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search. IEEE Trans. Image Process. 26(11): 5324-5336 (2017)
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Liping Xie, Dacheng Tao, Haikun Wei:
Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition. ACM Trans. Intell. Syst. Technol. 8(2): 28:1-28:21 (2017)
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Dapeng Tao, Dacheng Tao, Xuelong Li, Xinbo Gao:
Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. ACM Trans. Intell. Syst. Technol. 8(3): 37:1-37:21 (2017)
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Zhifeng Li, Dihong Gong, Kai Zhu, Dacheng Tao, Xuelong Li:
Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation. ACM Trans. Intell. Syst. Technol. 9(1): 2:1-2:15 (2017)
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Hongfu Liu, Junjie Wu, Tongliang Liu, Dacheng Tao, Yun Fu:
Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence. IEEE Trans. Knowl. Data Eng. 29(5): 1129-1143 (2017)
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Nengwen Zhao, Lefei Zhang, Bo Du, Qian Zhang, Jane You, Dacheng Tao:
Robust Dual Clustering with Adaptive Manifold Regularization. IEEE Trans. Knowl. Data Eng. 29(11): 2498-2509 (2017)
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Bo Du, Mengfei Zhang, Lefei Zhang, Ruimin Hu, Dacheng Tao:
PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. IEEE Trans. Multim. 19(1): 67-79 (2017)
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Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen:
Asymmetric Binary Coding for Image Search. IEEE Trans. Multim. 19(9): 2022-2032 (2017)
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Jun Li, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene. IEEE Trans. Neural Networks Learn. Syst. 28(3): 690-703 (2017)
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Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Coarse-to-Fine Learning for Single-Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1109-1122 (2017)
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Chen Gong, Dacheng Tao, Wei Liu, Liu Liu, Jie Yang:
Label Propagation via Teaching-to-Learn and Learning-to-Teach. IEEE Trans. Neural Networks Learn. Syst. 28(6): 1452-1465 (2017)
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Jie Gui, Zhenan Sun, Shuiwang Ji, Dacheng Tao, Tieniu Tan:
Feature Selection Based on Structured Sparsity: A Comprehensive Study. IEEE Trans. Neural Networks Learn. Syst. 28(7): 1490-1507 (2017)
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Tongliang Liu, Mingming Gong, Dacheng Tao:
Large-Cone Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 28(9): 2129-2142 (2017)
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Shengping Zhang, Xiangyuan Lan, Hongxun Yao, Huiyu Zhou, Dacheng Tao, Xuelong Li:
A Biologically Inspired Appearance Model for Robust Visual Tracking. IEEE Trans. Neural Networks Learn. Syst. 28(10): 2357-2370 (2017)
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Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang:
The Twist Tensor Nuclear Norm for Video Completion. IEEE Trans. Neural Networks Learn. Syst. 28(12): 2961-2973 (2017)
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Kailing Guo, Xiangmin Xu, Dacheng Tao:
Discriminative GoDec+ for Classification. IEEE Trans. Signal Process. 65(13): 3414-3429 (2017)
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Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao:
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. AAAI 2017: 1618-1625
[c268]
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Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You:
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. AAAI 2017: 1662-1668
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Mingyu Fan, Xiaojun Chang, Dacheng Tao:
Structure Regularized Unsupervised Discriminant Feature Analysis. AAAI 2017: 1870-1876
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Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. AAAI 2017: 2252-2258
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Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao:
Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. AAAI 2017: 2534-2540
[c264]
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Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Beyond RPCA: Flattening Complex Noise in the Frequency Domain. AAAI 2017: 2761-2767
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Hao Xiong, Dacheng Tao:
A Diversified Generative Latent Variable Model for WiFi-SLAM. AAAI 2017: 3841-3847
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Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao:
On Compressing Deep Models by Low Rank and Sparse Decomposition. CVPR 2017: 67-76
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Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jae Jun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo:
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. CVPR Workshops 2017: 1110-1121
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Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu:
Improving Training of Deep Neural Networks via Singular Value Bounding. CVPR 2017: 3994-4002
[c259]
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Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao:
Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering. ICCV 2017: 1839-1848
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Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao:
Centered Weight Normalization in Accelerating Training of Deep Neural Networks. ICCV 2017: 2822-2830
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Shaoli Huang, Mingming Gong, Dacheng Tao:
A Coarse-Fine Network for Keypoint Localization. ICCV 2017: 3047-3056
[c256]
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Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao:
A Joint Intrinsic-Extrinsic Prior Model for Retinex. ICCV 2017: 4020-4029
[c255]
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Chen Gong, Hengmin Zhang, Jian Yang, Dacheng Tao:
Learning with Inadequate and Incorrect Supervision. ICDM 2017: 889-894
[c254]
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Tongliang Liu, Gábor Lugosi, Gergely Neu, Dacheng Tao:
Algorithmic Stability and Hypothesis Complexity. ICML 2017: 2159-2167
[c253]
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Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao:
Beyond Filters: Compact Feature Map for Portable Deep Model. ICML 2017: 3703-3711
[c252]
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Yali Du, Chang Xu, Dacheng Tao:
Privileged Matrix Factorization for Collaborative Filtering. IJCAI 2017: 1610-1616
[c251]
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Yali Du, Chang Xu, Dacheng Tao:
Collaborative Rating Allocation. IJCAI 2017: 1617-1623
[c250]
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Ya Li, Xinmei Tian, Xu Shen, Dacheng Tao:
Classification and Representation Joint Learning via Deep Networks. IJCAI 2017: 2215-2221
[c249]
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Meng Liu, Chang Xu, Chao Xu, Dacheng Tao:
Fast SVM Trained by Divide-and-Conquer Anchors. IJCAI 2017: 2322-2328
[c248]
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Tongliang Liu, Qiang Yang, Dacheng Tao:
Understanding How Feature Structure Transfers in Transfer Learning. IJCAI 2017: 2365-2371
[c247]
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Yong Luo, Dacheng Tao, Yonggang Wen:
Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning. IJCAI 2017: 2443-2449
[c246]
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Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer. IJCAI 2017: 2450-2456
[c245]
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Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao:
Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic. IJCAI 2017: 2620-2626
[c244]
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Chaoyue Wang, Chaohui Wang, Chang Xu, Dacheng Tao:
Tag Disentangled Generative Adversarial Network for Object Image Re-rendering. IJCAI 2017: 2901-2907
[c243]
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Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao:
On Gleaning Knowledge from Multiple Domains for Active Learning. IJCAI 2017: 3013-3019
[c242]
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Yixing Xu, Chang Xu, Chao Xu, Dacheng Tao:
Multi-Positive and Unlabeled Learning. IJCAI 2017: 3182-3188
[c241]
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Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao:
Privileged Multi-label Learning. IJCAI 2017: 3336-3342
[c240]
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Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao:
Adaptive Manifold Regularized Matrix Factorization for Data Clustering. IJCAI 2017: 3399-3405
[c239]
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Shan You, Chang Xu, Chao Xu, Dacheng Tao:
Learning from Multiple Teacher Networks. KDD 2017: 1285-1294
[c238]
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Jianfeng Dong, Shaoli Huang, Duanqing Xu, Dacheng Tao:
DL-61-86 at TRECVID 2017: Video-to-Text Description. TRECVID 2017
[c237]
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Mingming Gong, Kun Zhang, Bernhard Schölkopf, Clark Glymour, Dacheng Tao:
Causal Discovery from Temporally Aggregated Time Series. UAI 2017
[i58]
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Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao:
Privileged Multi-label Learning. CoRR abs/1701.07194 (2017)
[i57]
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Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao:
Sparse Representation based Multi-sensor Image Fusion: A Review. CoRR abs/1702.03515 (2017)
[i56]
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Tongliang Liu, Gábor Lugosi, Gergely Neu, Dacheng Tao:
Algorithmic stability and hypothesis complexity. CoRR abs/1702.08712 (2017)
[i55]
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Jie Miao, Xiangmin Xu, Xiaofen Xing, Dacheng Tao:
Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. CoRR abs/1706.03015 (2017)
[i54]
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Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao:
Perceptual Adversarial Networks for Image-to-Image Transformation. CoRR abs/1706.09138 (2017)
[i53]
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Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao:
Towards Evolutional Compression. CoRR abs/1707.08005 (2017)
[i52]
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Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao:
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering. CoRR abs/1708.01471 (2017)
[i51]
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Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao:
Beyond Bilinear: Generalized Multi-modal Factorized High-order Pooling for Visual Question Answering. CoRR abs/1708.03619 (2017)
[i50]
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Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao:
A Compromise Principle in Deep Monocular Depth Estimation. CoRR abs/1708.08267 (2017)
[i49]
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Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao:
Learning with Bounded Instance- and Label-dependent Label Noise. CoRR abs/1709.03768 (2017)
[i48]
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Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao:
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. CoRR abs/1709.05072 (2017)
[i47]
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Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. CoRR abs/1709.05077 (2017)
[i46]
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Liu Liu, Ji Liu, Dacheng Tao:
Duality-free Methods for Stochastic Composition Optimization. CoRR abs/1710.09554 (2017)
[i45]
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Xiyu Yu, Tongliang Liu, Mingming Gong, Dacheng Tao:
Learning with Biased Complementary Labels. CoRR abs/1711.09535 (2017)
[i44]
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  - journals/corr/abs-1712-00926
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Bolun Cai, Xiangmin Xu, Kailing Guo, Kui Jia, Dacheng Tao:
Learning Reduced-Resolution and Super-Resolution Networks in Synch. CoRR abs/1712.00926 (2017)
[i43]
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Shivanthan A. C. Yohanandan, Adrian G. Dyer, Dacheng Tao, Andy Song:
Saliency Preservation in Low-Resolution Grayscale Images. CoRR abs/1712.02048 (2017)
[i42]
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Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang:
RESIDE: A Benchmark for Single Image Dehazing. CoRR abs/1712.04143 (2017)
2016
[j325]
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Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli:
Pattern Recognition, Part 1 [Guest editors' introduction]. IEEE Intell. Syst. 31(2): 6-8 (2016)
[j324]
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Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli:
Pattern Recognition, Part 2. IEEE Intell. Syst. 31(3): 3-5 (2016)
[j323]
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Hao Zheng, Xin Geng, Dacheng Tao, Zhong Jin:
A multi-task model for simultaneous face identification and facial expression recognition. Neurocomputing 171: 515-523 (2016)
[j322]
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C. L. Philip Chen, Dacheng Tao, Xinge You:
Big learning in social media analytics. Neurocomputing 204: 1-2 (2016)
[j321]
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Bo Du, Shaodong Wang, Nan Wang, Lefei Zhang, Dacheng Tao, Lifu Zhang:
Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach. Neurocomputing 204: 153-161 (2016)
[j320]
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Juhua Liu, Hai Su, Wenbin Hu, Lefei Zhang, Dacheng Tao:
A minimal Munsell value error based laser printer model. Neurocomputing 204: 231-239 (2016)
[j319]
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  - journals/ijon/DingSTA16
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Shifei Ding, Zhongzhi Shi, Dacheng Tao, Bo An:
Recent advances in Support Vector Machines. Neurocomputing 211: 1-3 (2016)
[j318]
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  - journals/ivc/DengLYT16
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Jiankang Deng, Qingshan Liu, Jing Yang, Dacheng Tao:
M³ CSR: Multi-view, multi-scale and multi-component cascade shape regression. Image Vis. Comput. 47: 19-26 (2016)
[j317]
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Tongliang Liu, Dacheng Tao, Dong Xu:
Dimensionality-Dependent Generalization Bounds for k-Dimensional Coding Schemes. Neural Comput. 28(10): 2213-2249 (2016)
[j316]
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Baosheng Yu, Meng Fang, Dacheng Tao:
Per-Round Knapsack-Constrained Linear Submodular Bandits. Neural Comput. 28(12): 2757-2789 (2016)
[j315]
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Weiqiang Ren, Kaiqi Huang, Dacheng Tao, Tieniu Tan:
Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. IEEE Trans. Pattern Anal. Mach. Intell. 38(2): 405-416 (2016)
[j314]
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Tongliang Liu, Dacheng Tao:
Classification with Noisy Labels by Importance Reweighting. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 447-461 (2016)
[j313]
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Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis:
Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 518-531 (2016)
[j312]
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Xiaoshuang Shi, Zhenhua Guo, Feiping Nie, Lin Yang, Jane You, Dacheng Tao:
Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(10): 2130-2136 (2016)
[j311]
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Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng:
DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition. Pattern Recognit. 58: 190-203 (2016)
[j310]
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Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao:
Big data meets multimedia analytics. Signal Process. 124: 1-4 (2016)
[j309]
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  - journals/staeors/CaoWTJ16
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Xianghai Cao, Bin Wu, Dacheng Tao, Licheng Jiao:
Automatic Band Selection Using Spatial-Structure Information and Classifier-Based Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4352-4360 (2016)
[j308]
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Shengzheng Wang, Dacheng Tao, Jie Yang:
Relative Attribute SVM+ Learning for Age Estimation. IEEE Trans. Cybern. 46(3): 827-839 (2016)
[j307]
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Jie Gui, Tongliang Liu, Dacheng Tao, Zhenan Sun, Tieniu Tan:
Representative Vector Machines: A Unified Framework for Classical Classifiers. IEEE Trans. Cybern. 46(8): 1877-1888 (2016)
[j306]
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Liqiang Nie, Richang Hong, Luming Zhang, Yingjie Xia, Dacheng Tao, Nicu Sebe:
Perceptual Attributes Optimization for Multivideo Summarization. IEEE Trans. Cybern. 46(12): 2991-3003 (2016)
[j305]
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Yuan Xie, Yanyun Qu, Dacheng Tao, Weiwei Wu, Qiangqiang Yuan, Wensheng Zhang:
Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization. IEEE Trans. Geosci. Remote. Sens. 54(8): 4642-4659 (2016)
[j304]
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Weifeng Liu, Zheng-Jun Zha, Yanjiang Wang, Ke Lu, Dacheng Tao:
p-Laplacian Regularized Sparse Coding for Human Activity Recognition. IEEE Trans. Ind. Electron. 63(8): 5120-5129 (2016)
[j303]
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Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu:
Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. IEEE Trans. Image Process. 25(1): 414-427 (2016)
[j302]
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Qingshan Liu, Jiankang Deng, Dacheng Tao:
Dual Sparse Constrained Cascade Regression for Robust Face Alignment. IEEE Trans. Image Process. 25(2): 700-712 (2016)
[j301]
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Xianglong Liu, Cheng Deng, Bo Lang, Dacheng Tao, Xuelong Li:
Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search. IEEE Trans. Image Process. 25(2): 907-919 (2016)
[j300]
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Fang Liu, Xiangmin Xu, Shuoyang Qiu, Chunmei Qing, Dacheng Tao:
Simple to Complex Transfer Learning for Action Recognition. IEEE Trans. Image Process. 25(2): 949-960 (2016)
[j299]
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Dayong Tian, Dacheng Tao:
Coupled Learning for Facial Deblur. IEEE Trans. Image Process. 25(2): 961-972 (2016)
[j298]
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Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao:
Multinomial Latent Logistic Regression for Image Understanding. IEEE Trans. Image Process. 25(2): 973-987 (2016)
[j297]
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Richang Hong, Luming Zhang, Dacheng Tao:
Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr. IEEE Trans. Image Process. 25(3): 1124-1135 (2016)
[j296]
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Bolun Cai, Xiangmin Xu, Xiaofen Xing, Kui Jia, Jie Miao, Dacheng Tao:
BIT: Biologically Inspired Tracker. IEEE Trans. Image Process. 25(3): 1327-1339 (2016)
[j295]
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Chang Xu, Tongliang Liu, Dacheng Tao, Chao Xu:
Local Rademacher Complexity for Multi-Label Learning. IEEE Trans. Image Process. 25(3): 1495-1507 (2016)
[j294]
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Ruxin Wang, Dacheng Tao:
Non-Local Auto-Encoder With Collaborative Stabilization for Image Restoration. IEEE Trans. Image Process. 25(5): 2117-2129 (2016)
[j293]
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Zhifeng Li, Dihong Gong, Xuelong Li, Dacheng Tao:
Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection. IEEE Trans. Image Process. 25(5): 2146-2154 (2016)
[j292]
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Chen Gong, Dacheng Tao, Stephen J. Maybank, Wei Liu, Guoliang Kang, Jie Yang:
Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. IEEE Trans. Image Process. 25(7): 3249-3260 (2016)
[j291]
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Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen:
Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Trans. Image Process. 25(8): 3626-3637 (2016)
[j290]
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Zhenyu He, Xin Li, Xinge You, Dacheng Tao, Yuan Yan Tang:
Connected Component Model for Multi-Object Tracking. IEEE Trans. Image Process. 25(8): 3698-3711 (2016)
[j289]
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Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao:
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. IEEE Trans. Image Process. 25(8): 3801-3813 (2016)
[j288]
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Yanting Hu, Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li:
SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression. IEEE Trans. Image Process. 25(9): 4091-4102 (2016)
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Xianglong Liu, Lei Huang, Cheng Deng, Bo Lang, Dacheng Tao:
Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. IEEE Trans. Image Process. 25(10): 4514-4524 (2016)
[j286]
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Xinge You, Weigang Guo, Shujian Yu, Kan Li, José C. Príncipe, Dacheng Tao:
Kernel Learning for Dynamic Texture Synthesis. IEEE Trans. Image Process. 25(10): 4782-4795 (2016)
[j285]
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Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang:
Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression. IEEE Trans. Image Process. 25(10): 4943-4958 (2016)
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Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao:
DehazeNet: An End-to-End System for Single Image Haze Removal. IEEE Trans. Image Process. 25(11): 5187-5198 (2016)
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Bo Du, Yuxiang Zhang, Liangpei Zhang, Dacheng Tao:
Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Trans. Image Process. 25(11): 5345-5357 (2016)
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Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao:
A Fast Optimization Method for General Binary Code Learning. IEEE Trans. Image Process. 25(12): 5610-5621 (2016)
[j281]
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Richang Hong, Zhenzhen Hu, Ruxin Wang, Meng Wang, Dacheng Tao:
Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Trans. Image Process. 25(12): 5814-5827 (2016)
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Zhifeng Li, Dihong Gong, Qiang Li, Dacheng Tao, Xuelong Li:
Mutual Component Analysis for Heterogeneous Face Recognition. ACM Trans. Intell. Syst. Technol. 7(3): 28:1-28:23 (2016)
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Xiaoyan Li, Tongliang Liu, Jiankang Deng, Dacheng Tao:
Video Face Editing Using Temporal-Spatial-Smooth Warping. ACM Trans. Intell. Syst. Technol. 7(3): 32:1-32:28 (2016)
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Changxing Ding, Dacheng Tao:
A Comprehensive Survey on Pose-Invariant Face Recognition. ACM Trans. Intell. Syst. Technol. 7(3): 37:1-37:42 (2016)
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Maoying Qiao, Richard Yi Da Xu, Wei Bian, Dacheng Tao:
Fast Sampling for Time-Varying Determinantal Point Processes. ACM Trans. Knowl. Discov. Data 11(1): 8:1-8:24 (2016)
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Meng Wang, Weijie Fu, Shijie Hao, Dacheng Tao, Xindong Wu:
Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization. IEEE Trans. Knowl. Data Eng. 28(7): 1864-1877 (2016)
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Jun Cheng, Dacheng Tao, Ying Quan, Damon Wing Kee Wong, Chui Ming Gemmy Cheung, Masahiro Akiba, Jiang Liu:
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Trans. Medical Imaging 35(10): 2270-2279 (2016)
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Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li, Bing Han, Jie Li:
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection. IEEE Trans. Neural Networks Learn. Syst. 27(1): 32-46 (2016)
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Tongliang Liu, Dacheng Tao:
On the Performance of Manhattan Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 27(9): 1851-1863 (2016)
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Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, Jie Li:
Multiple Representations-Based Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2201-2215 (2016)
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Cheng Deng, Jie Xu, Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li:
Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2472-2485 (2016)
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Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao:
Random Mixed Field Model for Mixed-Attribute Data Restoration. AAAI 2016: 1244-1250
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Baosheng Yu, Meng Fang, Dacheng Tao:
Linear Submodular Bandits with a Knapsack Constraint. AAAI 2016: 1380-1386
[c234]
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Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin:
Submodular Asymmetric Feature Selection in Cascade Object Detection. AAAI 2016: 1387-1393
[c233]
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Chen Gong, Dacheng Tao, Jie Yang, Wei Liu:
Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. AAAI 2016: 1610-1616
[c232]
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Chenping Hou, Feiping Nie, Dacheng Tao:
Discriminative Vanishing Component Analysis. AAAI 2016: 1666-1672
[c231]
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Guoliang Kang, Jun Li, Dacheng Tao:
Shakeout: A New Regularized Deep Neural Network Training Scheme. AAAI 2016: 1751-1757
[c230]
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Xiyu Yu, Wei Bian, Dacheng Tao:
Scalable Completion of Nonnegative Matrix with Separable Structure. AAAI 2016: 2279-2285
[c229]
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Hao Xiong, Tongliang Liu, Dacheng Tao:
Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair. AAAI 2016: 3641-3647
[c228]
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  - conf/btas/ScheirerFDGSJGD16
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Walter J. Scheirer, Patrick J. Flynn, Changxing Ding, Guodong Guo, Vitomir Struc, Mohamad Al Jazaery, Klemen Grm, Simon Dobrisek, Dacheng Tao, Yu Zhu, Joel Brogan, Sandipan Banerjee, Aparna Bharati, Brandon RichardWebster:
Report on the BTAS 2016 Video Person Recognition Evaluation. BTAS 2016: 1-8
[c227]
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Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung:
Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD 2016: 225-230
[c226]
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Quanmao Lu, Xuelong Li, Yongsheng Dong, Dacheng Tao:
Subspace Clustering by Capped l_1 l 1 Norm. CCPR (1) 2016: 663-674
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Bo Qu, Xuelong Li, Dacheng Tao, Xiaoqiang Lu:
Deep semantic understanding of high resolution remote sensing image. CITS 2016: 1-5
[c224]
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Huan Fu, Chaohui Wang, Dacheng Tao, Michael J. Black:
Occlusion Boundary Detection via Deep Exploration of Context. CVPR 2016: 241-250
[c223]
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Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang:
Part-Stacked CNN for Fine-Grained Visual Categorization. CVPR 2016: 1173-1182
[c222]
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Qiang Li, Maoying Qiao, Wei Bian, Dacheng Tao:
Conditional Graphical Lasso for Multi-label Image Classification. CVPR 2016: 2977-2986
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Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su, Dacheng Tao:
Multilinear Hyperplane Hashing. CVPR 2016: 5119-5127
[c220]
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Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao:
Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. ECCV (3) 2016: 453-468
[c219]
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Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang:
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. ECCV (5) 2016: 664-679
[c218]
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Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu:
Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. GLOBECOM 2016: 1-7
[c217]
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Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen:
Tensor canonical correlation analysis for multi-view dimension reduction. ICDE 2016: 1460-1461
[c216]
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Maoying Qiao, Wei Bian, Richard Yi Da Xu, Dacheng Tao:
Diversified hidden Markov models for sequential labeling. ICDE 2016: 1512-1513
[c215]
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Ya Li, Dacheng Tao:
Online Semi-Supervised Multi-task Distance Metric Learning. ICDM Workshops 2016: 474-479
[c214]
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Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao:
Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. ICDM 2016: 519-528
[c213]
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Ya Li, Xinmei Tian, Dacheng Tao:
Regularized Large Margin Distance Metric Learning. ICDM 2016: 1015-1022
[c212]
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Liu Liu, Dacheng Tao:
Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. ICDM 2016: 1065-1070
[c211]
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Jie Lei, Zunlei Feng, Mingli Song, Dacheng Tao:
Which face is more attractive? ICIP 2016: 1639-1643
[c210]
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Yanan Guo, Dapeng Tao, Jun Yu, Hao Xiong, Yaotang Li, Dacheng Tao:
Deep Neural Networks with Relativity Learning for facial expression recognition. ICME Workshops 2016: 1-6
[c209]
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Mingming Gong, Kun Zhang, Tongliang Liu, Dacheng Tao, Clark Glymour, Bernhard Schölkopf:
Domain Adaptation with Conditional Transferable Components. ICML 2016: 2839-2848
[c208]
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Yong Luo, Yonggang Wen, Dacheng Tao:
On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning. IJCAI 2016: 1809-1815
[c207]
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Liping Xie, Dacheng Tao, Haikun Wei:
Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition. IJCAI 2016: 2217-2223
[c206]
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Xun Yang, Meng Wang, Luming Zhang, Dacheng Tao:
Empirical Risk Minimization for Metric Learning Using Privileged Information. IJCAI 2016: 2266-2272
[c205]
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Long Lan, Dacheng Tao, Chen Gong, Naiyang Guan, Zhigang Luo:
Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization. IJCAI 2016: 3396-3402
[c204]
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Bing Han, Lixia Zhang, Xinbo Gao, Xiaojing Zhao, Dacheng Tao:
Embedded locality discriminant GPLVM for dimensionality reduction. IJCNN 2016: 2431-2438
[c203]
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Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You:
Sparse tensor discriminative locality alignment for gait recognition. IJCNN 2016: 4489-4495
[c202]
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Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Denoising auto-encoders toward robust unsupervised feature representation. IJCNN 2016: 4721-4728
[c201]
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Chang Xu, Dacheng Tao, Chao Xu:
Robust Extreme Multi-label Learning. KDD 2016: 1275-1284
[c200]
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Xu Shen, Xinmei Tian, Anfeng He, Shaoyan Sun, Dacheng Tao:
Transform-Invariant Convolutional Neural Networks for Image Classification and Search. ACM Multimedia 2016: 1345-1354
[c199]
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Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu:
CNNpack: Packing Convolutional Neural Networks in the Frequency Domain. NIPS 2016: 253-261
[c198]
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Hang Sun, Jing Li, Bo Du, Dacheng Tao:
On Combining Compressed Sensing and Sparse Representations for Object Tracking. PCM (1) 2016: 32-43
[c197]
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Bolun Cai, Xiangmin Xu, Dacheng Tao:
Real-Time Video Dehazing Based on Spatio-Temporal MRF. PCM (2) 2016: 315-325
[i41]
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Tongliang Liu, Dacheng Tao, Dong Xu:
Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes. CoRR abs/1601.00238 (2016)
[i40]
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Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao:
DehazeNet: An End-to-End System for Single Image Haze Removal. CoRR abs/1601.07661 (2016)
[i39]
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Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao:
Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification. CoRR abs/1603.01096 (2016)
[i38]
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Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao:
Streaming Label Learning for Modeling Labels on the Fly. CoRR abs/1604.05449 (2016)
[i37]
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Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu:
Parts for the Whole: The DCT Norm for Extreme Visual Recovery. CoRR abs/1604.05451 (2016)
[i36]
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Chang Xu, Dacheng Tao, Chao Xu:
Streaming View Learning. CoRR abs/1604.08291 (2016)
[i35]
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Changxing Ding, Dacheng Tao:
Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition. CoRR abs/1607.05427 (2016)
[i34]
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Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang:
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. CoRR abs/1608.01082 (2016)
[i33]
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Shaoli Huang, Dacheng Tao:
Real Time Fine-Grained Categorization with Accuracy and Interpretability. CoRR abs/1610.00824 (2016)
[i32]
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Yuan Xie, Dacheng Tao, Wensheng Zhang, Lei Zhang:
Multi-View Subspace Clustering via Relaxed L₁-Norm of Tensor Multi-Rank. CoRR abs/1610.07126 (2016)
[i31]
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Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao:
Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. CoRR abs/1612.01227 (2016)
2015
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Amir Hussain, Dacheng Tao, Q. M. Jonathan Wu, Dongbin Zhao:
Computational Intelligence for Changing Environments [Guest Editorial]. IEEE Comput. Intell. Mag. 10(4): 10-11 (2015)
[j269]
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang:
The 21st International Conference on MultiMedia Modeling. IEEE Multim. 22(2): 86-88 (2015)
[j268]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing 147: 358-363 (2015)
[j267]
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Xun Yang, Meng Wang, Dacheng Tao:
Robust visual tracking via multi-graph ranking. Neurocomputing 159: 35-43 (2015)
[j266]
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Bin Wang, Xinbo Gao, Jie Li, Xuelong Li, Dacheng Tao:
A level set method with shape priors by using locality preserving projections. Neurocomputing 170: 188-200 (2015)
[j265]
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Chang Xu, Dacheng Tao, Yangxi Li, Chao Xu:
Large-margin multi-view Gaussian process. Multim. Syst. 21(2): 147-157 (2015)
[j264]
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Chang Xu, Dacheng Tao, Chao Xu:
Multi-View Intact Space Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37(12): 2531-2544 (2015)
[j263]
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Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixing Zou:
An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognit. 48(8): 2592-2608 (2015)
[j262]
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Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognit. 48(10): 3102-3112 (2015)
[j261]
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Ya Li, Xinmei Tian, Mingli Song, Dacheng Tao:
Multi-task proximal support vector machine. Pattern Recognit. 48(10): 3249-3257 (2015)
[j260]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du:
A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Process. 106: 245-252 (2015)
[j259]
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Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li:
A deep structure for human pose estimation. Signal Process. 108: 36-45 (2015)
[j258]
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Yanan Lu, Fengying Xie, Tongliang Liu, Zhiguo Jiang, Dacheng Tao:
No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model. IEEE Signal Process. Lett. 22(10): 1811-1815 (2015)
[j257]
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Xinmei Tian, Yijuan Lu, Nate Stender, Linjun Yang, Dacheng Tao:
Exploration of Image Search Results Quality Assessment. IEEE Trans. Big Data 1(3): 95-108 (2015)
[j256]
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Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Dacheng Tao, Jiang Liu:
Sparse Dissimilarity-Constrained Coding for Glaucoma Screening. IEEE Trans. Biomed. Eng. 62(5): 1395-1403 (2015)
[j255]
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Yongsheng Dong, Dacheng Tao, Xuelong Li, Jinwen Ma, Jiexin Pu:
Texture Classification and Retrieval Using Shearlets and Linear Regression. IEEE Trans. Cybern. 45(3): 358-369 (2015)
[j254]
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Jun Yu, Dacheng Tao, Meng Wang, Yong Rui:
Learning to Rank Using User Clicks and Visual Features for Image Retrieval. IEEE Trans. Cybern. 45(4): 767-779 (2015)
[j253]
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Xinmei Tian, Linjun Yang, Yijuan Lu, Qi Tian, Dacheng Tao:
Image Search Reranking With Hierarchical Topic Awareness. IEEE Trans. Cybern. 45(10): 2177-2189 (2015)
[j252]
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Qinghua Huang, Ting Wang, Dacheng Tao, Xuelong Li:
Biclustering Learning of Trading Rules. IEEE Trans. Cybern. 45(10): 2287-2298 (2015)
[j251]
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Chaoqun Hong, Jun Yu, Dacheng Tao, Meng Wang:
Image-Based Three-Dimensional Human Pose Recovery by Multiview Locality-Sensitive Sparse Retrieval. IEEE Trans. Ind. Electron. 62(6): 3742-3751 (2015)
[j250]
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Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li, Jie Li:
An Efficient MRF Embedded Level Set Method for Image Segmentation. IEEE Trans. Image Process. 24(1): 9-21 (2015)
[j249]
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Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu:
Random Forest Construction With Robust Semisupervised Node Splitting. IEEE Trans. Image Process. 24(1): 471-483 (2015)
[j248]
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Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Zenggang Xiong:
Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution. IEEE Trans. Image Process. 24(3): 846-861 (2015)
[j247]
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Changxing Ding, Chang Xu, Dacheng Tao:
Multi-Task Pose-Invariant Face Recognition. IEEE Trans. Image Process. 24(3): 980-993 (2015)
[j246]
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Dawei Weng, Yunhong Wang, Mingming Gong, Dacheng Tao, Hui Wei, Di Huang:
DERF: Distinctive Efficient Robust Features From the Biological Modeling of the P Ganglion Cells. IEEE Trans. Image Process. 24(8): 2287-2302 (2015)
[j245]
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Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu:
Multiview Matrix Completion for Multilabel Image Classification. IEEE Trans. Image Process. 24(8): 2355-2368 (2015)
[j244]
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Zhifeng Li, Dihong Gong, Xuelong Li, Dacheng Tao:
Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition. IEEE Trans. Image Process. 24(9): 2736-2745 (2015)
[j243]
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Xiaoyan Li, Hongjie He, Ruxin Wang, Dacheng Tao:
Single Image Superresolution via Directional Group Sparsity and Directional Features. IEEE Trans. Image Process. 24(9): 2874-2888 (2015)
[j242]
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Xiao Liu, Mingli Song, Dacheng Tao, Jiajun Bu, Chun Chen:
Random Geometric Prior Forest for Multiclass Object Segmentation. IEEE Trans. Image Process. 24(10): 3060-3070 (2015)
[j241]
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Dongjin Song, Wei Liu, Tianyi Zhou, Dacheng Tao, David A. Meyer:
Efficient Robust Conditional Random Fields. IEEE Trans. Image Process. 24(10): 3124-3136 (2015)
[j240]
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Kaiqi Huang, Chong Wang, Dacheng Tao:
High-Order Topology Modeling of Visual Words for Image Classification. IEEE Trans. Image Process. 24(11): 3598-3608 (2015)
[j239]
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Xianhua Zeng, Wei Bian, Wei Liu, Jialie Shen, Dacheng Tao:
Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Trans. Image Process. 24(11): 4556-4569 (2015)
[j238]
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Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li:
Tracking Human Pose Using Max-Margin Markov Models. IEEE Trans. Image Process. 24(12): 5274-5287 (2015)
[j237]
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Chaoqun Hong, Jun Yu, Jian Wan, Dacheng Tao, Meng Wang:
Multimodal Deep Autoencoder for Human Pose Recovery. IEEE Trans. Image Process. 24(12): 5659-5670 (2015)
[j236]
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Chang Xu, Dacheng Tao, Chao Xu:
Multi-View Learning With Incomplete Views. IEEE Trans. Image Process. 24(12): 5812-5825 (2015)
[j235]
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Jie Miao, Xiangmin Xu, Shuoyang Qiu, Chunmei Qing, Dacheng Tao:
Temporal Variance Analysis for Action Recognition. IEEE Trans. Image Process. 24(12): 5904-5915 (2015)
[j234]
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Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu, George Baciu, Hong Liu:
Exploring Spatial Correlation for Visual Object Retrieval. ACM Trans. Intell. Syst. Technol. 6(2): 24:1-24:21 (2015)
[j233]
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Yongsheng Dong, Dacheng Tao, Xuelong Li:
Nonnegative Multiresolution Representation-Based Texture Image Classification. ACM Trans. Intell. Syst. Technol. 7(1): 4:1-4:21 (2015)
[j232]
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Yinting Wang, Mingli Song, Dacheng Tao, Yong Rui, Jiajun Bu, Ah Chung Tsoi, Shaojie Zhuo, Ping Tan:
Where2Stand: A Human Position Recommendation System for Souvenir Photography. ACM Trans. Intell. Syst. Technol. 7(1): 9:1-9:22 (2015)
[j231]
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Maoying Qiao, Wei Bian, Richard Yi Da Xu, Dacheng Tao:
Diversified Hidden Markov Models for Sequential Labeling. IEEE Trans. Knowl. Data Eng. 27(11): 2947-2960 (2015)
[j230]
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Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen:
Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. IEEE Trans. Knowl. Data Eng. 27(11): 3111-3124 (2015)
[j229]
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Yuan Gao, Miaojing Shi, Dacheng Tao, Chao Xu:
Database Saliency for Fast Image Retrieval. IEEE Trans. Multim. 17(3): 359-369 (2015)
[j228]
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Changxing Ding, Dacheng Tao:
Robust Face Recognition via Multimodal Deep Face Representation. IEEE Trans. Multim. 17(11): 2049-2058 (2015)
[j227]
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Xiao Liu, Dacheng Tao, Mingli Song, Luming Zhang, Jiajun Bu, Chun Chen:
Learning to Track Multiple Targets. IEEE Trans. Neural Networks Learn. Syst. 26(5): 1060-1073 (2015)
[j226]
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Weilong Hou, Xinbo Gao, Dacheng Tao, Xuelong Li:
Blind Image Quality Assessment via Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 26(6): 1275-1286 (2015)
[j225]
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  - https://dblp.org/rec/journals/tnn/HouNYT15
Chenping Hou, Feiping Nie, Dongyun Yi, Dacheng Tao:
Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 26(6): 1287-1299 (2015)
[j224]
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Jun Li, Xun Lin, Xiaoguang Rui, Yong Rui, Dacheng Tao:
A Distributed Approach Toward Discriminative Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 26(9): 2111-2122 (2015)
[j223]
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Chen Gong, Dacheng Tao, Keren Fu, Jie Yang:
Fick's Law Assisted Propagation for Semisupervised Learning. IEEE Trans. Neural Networks Learn. Syst. 26(9): 2148-2162 (2015)
[j222]
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Chen Gong, Tongliang Liu, Dacheng Tao, Keren Fu, Enmei Tu, Jie Yang:
Deformed Graph Laplacian for Semisupervised Learning. IEEE Trans. Neural Networks Learn. Syst. 26(10): 2261-2274 (2015)
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Fei Gao, Dacheng Tao, Xinbo Gao, Xuelong Li:
Learning to Rank for Blind Image Quality Assessment. IEEE Trans. Neural Networks Learn. Syst. 26(10): 2275-2290 (2015)
[j220]
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Xue Mei, Zhibin Hong, Danil V. Prokhorov, Dacheng Tao:
Robust Multitask Multiview Tracking in Videos. IEEE Trans. Neural Networks Learn. Syst. 26(11): 2874-2890 (2015)
[j219]
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Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li:
Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking. IEEE Trans. Neural Networks Learn. Syst. 26(12): 3176-3186 (2015)
[c196]
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Chang Xu, Dacheng Tao, Chao Xu:
Large-Margin Multi-Label Causal Feature Learning. AAAI 2015: 1924-1930
[c195]
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Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen:
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. AAAI 2015: 2778-2784
[c194]
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Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang:
Batch Mode Active Learning for Geographical Image Classification. APWeb 2015: 744-755
[c193]
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  - conf/cvpr/HongCWMPT15
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Zhibin Hong, Zhe Chen, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking. CVPR 2015: 749-758
[c192]
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Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang:
Saliency propagation from simple to difficult. CVPR 2015: 2531-2539
[c191]
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Shijie Xiao, Wen Li, Dong Xu, Dacheng Tao:
FaLRR: A fast low rank representation solver. CVPR 2015: 4612-4620
[c190]
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Dihong Gong, Zhifeng Li, Dacheng Tao, Jianzhuang Liu, Xuelong Li:
A maximum entropy feature descriptor for age invariant face recognition. CVPR 2015: 5289-5297
[c189]
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Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, Rongrong Ji:
Rank Preserving Hashing for Rapid Image Search. DCC 2015: 353-362
[c188]
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Boyan Zhang, Zhiyong Wang, Dacheng Tao, Xian-Sheng Hua, David Dagan Feng:
Automatic Preview Frame Selection for Online Videos. DICTA 2015: 1-6
[c187]
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J. Ross Beveridge, Hao Zhang, Bruce A. Draper, Patrick J. Flynn, Zhen-Hua Feng, Patrik Huber, Josef Kittler, Zhiwu Huang, Shaoxin Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen, Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj, Changxing Ding, Dacheng Tao, P. Jonathon Phillips:
Report on the FG 2015 Video Person Recognition Evaluation. FG 2015: 1-8
[c186]
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Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao:
Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization. ICCV 2015: 2524-2532
[c185]
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Dongjin Song, David A. Meyer, Dacheng Tao:
Top-k Link Recommendation in Social Networks. ICDM 2015: 389-398
[c184]
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Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao:
R2FP: Rich and Robust Feature Pooling for Mining Visual Data. ICDM 2015: 469-478
[c183]
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Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao:
MMFE: Multitask Multiview Feature Embedding. ICDM 2015: 1105-1110
[c182]
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Guangxue Yin, Lingling An, Xinbo Gao, Dacheng Tao:
Feature regions based on graph optimization for robust reversible watermarking. ICIP 2015: 4758-4762
[c181]
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Mingming Gong, Kun Zhang, Bernhard Schölkopf, Dacheng Tao, Philipp Geiger:
Discovering Temporal Causal Relations from Subsampled Data. ICML 2015: 1898-1906
[c180]
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Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao:
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information. IJCAI 2015: 3438-3444
[c179]
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Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao:
Multi-Task Model and Feature Joint Learning. IJCAI 2015: 3643-3649
[c178]
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Chang Xu, Dacheng Tao, Chao Xu:
Multi-view Self-Paced Learning for Clustering. IJCAI 2015: 3974-3980
[c177]
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Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo:
Correntropy supervised non-negative matrix factorization. IJCNN 2015: 1-8
[c176]
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Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, Yun Fu:
Spectral Ensemble Clustering. KDD 2015: 715-724
[c175]
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Dongjin Song, David A. Meyer, Dacheng Tao:
Efficient Latent Link Recommendation in Signed Networks. KDD 2015: 1105-1114
[c174]
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  - conf/mir/ShenMTLR15
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Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li, Yong Rui:
EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. ICMR 2015: 543-546
[c173]
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Shuyi Wu, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Non-negative Low-Rank and Group-Sparse Matrix Factorization. MMM (2) 2015: 536-547
[c172]
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Huibin Tan, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Two-Dimensional Euler PCA for Face Recognition. MMM (2) 2015: 548-559
[c171]
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Meng Fang, Dacheng Tao:
Active Multi-task Learning via Bandits. SDM 2015: 505-513
[c170]
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Hongfu Liu, Junjie Wu, Dacheng Tao, Yuchao Zhang, Yun Fu:
DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering. SDM 2015: 766-774
[e6]
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan:
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I. Lecture Notes in Computer Science 8935, Springer 2015, ISBN 978-3-319-14444-3 [contents]
[e5]
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan:
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part II. Lecture Notes in Computer Science 8936, Springer 2015, ISBN 978-3-319-14441-2 [contents]
[i30]
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Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu:
Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction. CoRR abs/1502.02330 (2015)
[i29]
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Changxing Ding, Dacheng Tao:
A Comprehensive Survey on Pose-Invariant Face Recognition. CoRR abs/1502.04383 (2015)
[i28]
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Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng:
DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition. CoRR abs/1505.05354 (2015)
[i27]
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Changxing Ding, Dacheng Tao:
Robust Face Recognition via Multimodal Deep Face Representation. CoRR abs/1509.00244 (2015)
[i26]
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Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang:
A New Low-Rank Tensor Model for Video Completion. CoRR abs/1509.02027 (2015)
[i25]
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Zhe Chen, Zhibin Hong, Dacheng Tao:
An Experimental Survey on Correlation Filter-based Tracking. CoRR abs/1509.05520 (2015)
[i24]
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Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang:
Part-Stacked CNN for Fine-Grained Visual Categorization. CoRR abs/1512.08086 (2015)
2014
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Weifeng Liu, Dacheng Tao, Jun Cheng, Yuan Yan Tang:
Multiview Hessian discriminative sparse coding for image annotation. Comput. Vis. Image Underst. 118: 50-60 (2014)
[j217]
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Bing Han, Xiaojing Zhao, Dacheng Tao, Xuelong Li, Zejun Hu, Hongqiao Hu:
Dayside aurora classification via BIFs-based sparse representation using manifold learning. Int. J. Comput. Math. 91(11): 2415-2426 (2014)
[j216]
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Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
A Comprehensive Survey to Face Hallucination. Int. J. Comput. Vis. 106(1): 9-30 (2014)
[j215]
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  - journals/ijon/ZhaoWLTXL14
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Jichang Zhao, Junjie Wu, Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu:
Being rational or aggressive? A revisit to Dunbar's number in online social networks. Neurocomputing 142: 343-353 (2014)
[j214]
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Meng Wang, Dacheng Tao, Benoit Huet:
Multimedia modeling. Inf. Sci. 281: 521-522 (2014)
[j213]
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Jinhui Tang, Dacheng Tao, Guo-Jun Qi, Benoit Huet:
Social media mining and knowledge discovery. Multim. Syst. 20(6): 633-634 (2014)
[j212]
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  - journals/pami/XuTX14
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Chang Xu, Dacheng Tao, Chao Xu:
Large-Margin Multi-ViewInformation Bottleneck. IEEE Trans. Pattern Anal. Mach. Intell. 36(8): 1559-1572 (2014)
[j211]
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  - journals/pami/BianT14
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Wei Bian, Dacheng Tao:
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 36(12): 2325-2337 (2014)
[j210]
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  - journals/pr/OuYTZTZ14
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Weihua Ou, Xinge You, Dacheng Tao, Pengyue Zhang, Yuanyan Tang, Ziqi Zhu:
Robust face recognition via occlusion dictionary learning. Pattern Recognit. 47(4): 1559-1572 (2014)
[j209]
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  - journals/tcsv/YouLTOG14
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Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong:
Local Metric Learning for Exemplar-Based Object Detection. IEEE Trans. Circuits Syst. Video Technol. 24(8): 1265-1276 (2014)
[j208]
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Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li:
A Nonlinear Adaptive Level Set for Image Segmentation. IEEE Trans. Cybern. 44(3): 418-428 (2014)
[j207]
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Richang Hong, Meng Wang, Yue Gao, Dacheng Tao, Xuelong Li, Xindong Wu:
Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection. IEEE Trans. Cybern. 44(5): 669-680 (2014)
[j206]
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Ling Shao, Xiantong Zhen, Dacheng Tao, Xuelong Li:
Spatio-Temporal Laplacian Pyramid Coding for Action Recognition. IEEE Trans. Cybern. 44(6): 817-827 (2014)
[j205]
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Jun Yu, Yong Rui, Yuan Yan Tang, Dacheng Tao:
High-Order Distance-Based Multiview Stochastic Learning in Image Classification. IEEE Trans. Cybern. 44(12): 2431-2442 (2014)
[j204]
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Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng:
Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 52(2): 894-906 (2014)
[j203]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 52(2): 1030-1043 (2014)
[j202]
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Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li:
Spectral-Spatial Constraint Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(3): 1811-1824 (2014)
[j201]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Trans. Geosci. Remote. Sens. 52(8): 4955-4965 (2014)
[j200]
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Jun Yu, Yong Rui, Dacheng Tao:
Click Prediction for Web Image Reranking Using Multimodal Sparse Coding. IEEE Trans. Image Process. 23(5): 2019-2032 (2014)
[j199]
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Zhifeng Li, Dihong Gong, Yu Qiao, Dacheng Tao:
Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images. IEEE Trans. Image Process. 23(6): 2436-2445 (2014)
[j198]
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Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Improving Level Set Method for Fast Auroral Oval Segmentation. IEEE Trans. Image Process. 23(7): 2854-2865 (2014)
[j197]
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Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuan Yan Tang:
Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification. IEEE Trans. Image Process. 23(7): 3126-3137 (2014)
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Xinge You, Ruxin Wang, Dacheng Tao:
Diverse Expected Gradient Active Learning for Relative Attributes. IEEE Trans. Image Process. 23(7): 3203-3217 (2014)
[j195]
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Lianyang Ma, Xiaokang Yang, Dacheng Tao:
Person Re-Identification Over Camera Networks Using Multi-Task Distance Metric Learning. IEEE Trans. Image Process. 23(8): 3656-3670 (2014)
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Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu:
Decomposition-Based Transfer Distance Metric Learning for Image Classification. IEEE Trans. Image Process. 23(9): 3789-3801 (2014)
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Yubao Sun, Qingshan Liu, Jinhui Tang, Dacheng Tao:
Learning Discriminative Dictionary for Group Sparse Representation. IEEE Trans. Image Process. 23(9): 3816-3828 (2014)
[j192]
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Yinting Wang, Dacheng Tao, Xiang Li, Mingli Song, Jiajun Bu, Ping Tan:
Video Tonal Stabilization via Color States Smoothing. IEEE Trans. Image Process. 23(11): 4838-4849 (2014)
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Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen, Stephen J. Maybank:
Robust 3D Face Landmark Localization Based on Local Coordinate Coding. IEEE Trans. Image Process. 23(12): 5108-5122 (2014)
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Cheng Deng, Rongrong Ji, Dacheng Tao, Xinbo Gao, Xuelong Li:
Weakly Supervised Multi-Graph Learning for Robust Image Reranking. IEEE Trans. Multim. 16(3): 785-795 (2014)
[j189]
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Jifei Yu, Xinbo Gao, Dacheng Tao, Xuelong Li, Kaibing Zhang:
A Unified Learning Framework for Single Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 25(4): 780-792 (2014)
[j188]
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Wei Bian, Tianyi Zhou, Aleix M. Martínez, George Baciu, Dacheng Tao:
Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction. IEEE Trans. Neural Networks Learn. Syst. 25(8): 1588-1594 (2014)
[c169]
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Meng Fang, Jie Yin, Dacheng Tao:
Active Learning for Crowdsourcing Using Knowledge Transfer. AAAI 2014: 1809-1815
[c168]
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Chen Gong, Dacheng Tao, Keren Fu, Jie Yang:
ReLISH: Reliable Label Inference via Smoothness Hypothesis. AAAI 2014: 1840-1846
[c167]
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Chen Gong, Dacheng Tao, Jie Yang, Keren Fu:
Signed Laplacian Embedding for Supervised Dimension Reduction. AAAI 2014: 1847-1853
[c166]
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Xiao Liu, Dacheng Tao, Mingli Song, Ying Ruan, Chun Chen, Jiajun Bu:
Weakly Supervised Multiclass Video Segmentation. CVPR 2014: 57-64
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Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou, Chun Chen, Jiajun Bu:
Semi-supervised Coupled Dictionary Learning for Person Re-identification. CVPR 2014: 3550-3557
[c164]
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Zhibin Hong, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
Tracking Using Multilevel Quantizations. ECCV (6) 2014: 155-171
[c163]
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Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi:
Architectural Style Classification Using Multinomial Latent Logistic Regression. ECCV (1) 2014: 600-615
[c162]
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Naiyang Guan, Dacheng Tao, Long Lan, Zhigang Luo, Xuejun Yang:
Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. ECCV Workshops (1) 2014: 802-817
[c161]
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Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo, Xuejun Yang:
Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. ICASSP 2014: 2534-2538
[c160]
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Jie Xu, Cheng Deng, Xinbo Gao, Dacheng Tao, Xuelong Li:
Image super-resolution using multi-layer support vector regression. ICASSP 2014: 5799-5803
[c159]
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Ming Shao, Sheng Li, Tongliang Liu, Dacheng Tao, Thomas S. Huang, Yun Fu:
Learning relative features through adaptive pooling for image classification. ICME 2014: 1-6
[c158]
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Chang Xu, Dacheng Tao, Chao Xu, Yong Rui:
Large-margin Weakly Supervised Dimensionality Reduction. ICML 2014: 865-873
[c157]
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Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou:
A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. ICPR 2014: 1633-1638
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Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo:
Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. IJCNN 2014: 1900-1906
[c155]
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Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao, Zhigang Luo:
Soft-constrained nonnegative matrix factorization via normalization. IJCNN 2014: 3025-3030
[c154]
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  - conf/kdd/ZhouT14
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Tianyi Zhou, Dacheng Tao:
Multi-task copula by sparse graph regression. KDD 2014: 771-780
[c153]
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Meng Fang, Dacheng Tao:
Networked bandits with disjoint linear payoffs. KDD 2014: 1106-1115
[c152]
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Jun Cheng, Lixin Duan, Damon Wing Kee Wong, Dacheng Tao, Masahiro Akiba, Jiang Liu:
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion. MICCAI (1) 2014: 162-169
[c151]
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Yang Mu, Henry Z. Lo, Wei Ding, Dacheng Tao:
Face Recognition from Multiple Images per Subject. ACM Multimedia 2014: 889-892
[c150]
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Zhiqiang Zuo, Yong Luo, Dacheng Tao, Chao Xu:
Multi-view Multi-task Feature Extraction for Web Image Classification. ACM Multimedia 2014: 1137-1140
[c149]
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Bin Mao, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Correntropy induced metric based graph regularized non-negative matrix factorization. SPAC 2014: 163-168
[c148]
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Shaodong Wang, Nan Wang, Dacheng Tao, Lefei Zhang, Bo Du:
A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. SPAC 2014: 223-228
[i23]
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Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang:
Distortion-driven Turbulence Effect Removal using Variational Model. CoRR abs/1401.4221 (2014)
[i22]
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Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis:
Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. CoRR abs/1401.5311 (2014)
[i21]
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Xiaoyan Li, Dacheng Tao:
Video Face Editing Using Temporal-Spatial-Smooth Warping. CoRR abs/1408.2380 (2014)
[i20]
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Chao Zhang, Dacheng Tao, Tao Hu, Xiang Li:
Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning. CoRR abs/1408.6617 (2014)
[i19]
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Ruxin Wang, Dacheng Tao:
Recent Progress in Image Deblurring. CoRR abs/1409.6838 (2014)
[i18]
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Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Facial Feature Point Detection: A Comprehensive Survey. CoRR abs/1410.1037 (2014)
[i17]
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Chang Xu, Tongliang Liu, Dacheng Tao, Chao Xu:
Local Rademacher Complexity for Multi-label Learning. CoRR abs/1410.6990 (2014)
[i16]
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Tongliang Liu, Dacheng Tao:
Classification with Noisy Labels by Importance Reweighting. CoRR abs/1411.7718 (2014)
2013
[j187]
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Bingyue Peng, Junjie Wu, Hua Yuan, Qingwei Guo, Dacheng Tao:
ANEEC: A Quasi-Automatic System for Massive Named Entity Extraction and Categorization. Comput. J. 56(11): 1328-1346 (2013)
[j186]
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Bo Du, Liangpei Zhang, Dacheng Tao, Dengyi Zhang:
Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing 120: 72-82 (2013)
[j185]
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Jun Cheng, Wei Bian, Dacheng Tao:
Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot. Inf. Sci. 221: 274-283 (2013)
[j184]
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Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang:
Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Inf. Sci. 221: 284-296 (2013)
[j183]
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Chao Zhang, Dacheng Tao:
Risk bounds of learning processes for Lévy processes. J. Mach. Learn. Res. 14(1): 351-376 (2013)
[j182]
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  - journals/neuroimage/LiuSLJGZRTTBW13
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Tao Liu, Perminder S. Sachdev, Darren M. Lipnicki, Jiyang Jiang, Guangqiang Geng, Wanlin Zhu, Simone Reppermund, Dacheng Tao, Julian N. Trollor, Henry Brodaty, Wei Wen:
Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly. NeuroImage 83: 12-17 (2013)
[j181]
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Jun Yu, Dacheng Tao, Yong Rui, Jun Cheng:
Pairwise constraints based multiview features fusion for scene classification. Pattern Recognit. 46(2): 483-496 (2013)
[j180]
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Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li:
Biview face recognition in the shape-texture domain. Pattern Recognit. 46(7): 1906-1919 (2013)
[j179]
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Yang Mu, Wei Ding, Dacheng Tao:
Local discriminative distance metrics ensemble learning. Pattern Recognit. 46(8): 2337-2349 (2013)
[j178]
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Weilong Hou, Xinbo Gao, Dacheng Tao, Xuelong Li:
Visual saliency detection using information divergence. Pattern Recognit. 46(10): 2658-2669 (2013)
[j177]
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Nannan Wang, Jie Li, Dacheng Tao, Xuelong Li, Xinbo Gao:
Heterogeneous image transformation. Pattern Recognit. Lett. 34(1): 77-84 (2013)
[j176]
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Dacheng Tao, Dianhui Wang, Fionn Murtagh:
Machine learning in intelligent image processing. Signal Process. 93(6): 1399-1400 (2013)
[j175]
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Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang:
Learning colours from textures by sparse manifold embedding. Signal Process. 93(6): 1485-1495 (2013)
[j174]
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Xiantong Zhen, Ling Shao, Dacheng Tao, Xuelong Li:
Embedding Motion and Structure Features for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 23(7): 1182-1190 (2013)
[j173]
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Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang:
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 51(1): 242-256 (2013)
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Tianyi Zhou, Dacheng Tao:
Double Shrinking Sparse Dimension Reduction. IEEE Trans. Image Process. 22(1): 244-257 (2013)
[j171]
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Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank:
Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification. IEEE Trans. Image Process. 22(2): 523-536 (2013)
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Miaojing Shi, Ruixin Xu, Dacheng Tao, Chao Xu:
W-Tree Indexing for Fast Visual Word Generation. IEEE Trans. Image Process. 22(3): 1209-1222 (2013)
[j169]
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Xinchao Wang, Wei Bian, Dacheng Tao:
Grassmannian Regularized Structured Multi-View Embedding for Image Classification. IEEE Trans. Image Process. 22(7): 2646-2660 (2013)
[j168]
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Weifeng Liu, Dacheng Tao:
Multiview Hessian Regularization for Image Annotation. IEEE Trans. Image Process. 22(7): 2676-2687 (2013)
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Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen, Jiajun Bu:
Joint Sparse Learning for 3-D Facial Expression Generation. IEEE Trans. Image Process. 22(8): 3283-3295 (2013)
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Jun Li, Dacheng Tao:
A Bayesian Hierarchical Factorization Model for Vector Fields. IEEE Trans. Image Process. 22(11): 4510-4521 (2013)
[j165]
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Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Ngan Meng Tan, Dacheng Tao, Ching Yu Cheng, Tin Aung, Tien Yin Wong:
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening. IEEE Trans. Medical Imaging 32(6): 1019-1032 (2013)
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Jun Li, Dacheng Tao:
Simple Exponential Family PCA. IEEE Trans. Neural Networks Learn. Syst. 24(3): 485-497 (2013)
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Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. IEEE Trans. Neural Networks Learn. Syst. 24(5): 709-722 (2013)
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Jun Li, Dacheng Tao:
Exponential Family Factors for Bayesian Factor Analysis. IEEE Trans. Neural Networks Learn. Syst. 24(6): 964-976 (2013)
[j161]
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Chao Zhang, Dacheng Tao:
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1156-1160 (2013)
[j160]
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Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Transductive Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. 24(9): 1364-1376 (2013)
[j159]
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Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Single Image Super-Resolution With Multiscale Similarity Learning. IEEE Trans. Neural Networks Learn. Syst. 24(10): 1648-1659 (2013)
[j158]
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Xinbo Gao, Fei Gao, Dacheng Tao, Xuelong Li:
Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning. IEEE Trans. Neural Networks Learn. Syst. 24(12): 2013-2026 (2013)
[c147]
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Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu:
Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification. AAAI 2013: 647-653
[c146]
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Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang:
Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint. AAAI 2013: 962-968
[c145]
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Tianyi Zhou, Dacheng Tao:
Greedy Bilateral Sketch, Completion & Smoothing. AISTATS 2013: 650-658
[c144]
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Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu:
Semi-supervised Node Splitting for Random Forest Construction. CVPR 2013: 492-499
[c143]
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Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel:
The 2013 face recognition evaluation in mobile environment. ICB 2013: 1-7
[c142]
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Zhibin Hong, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
Tracking via Robust Multi-task Multi-view Joint Sparse Representation. ICCV 2013: 649-656
[c141]
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Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao:
Visual Reranking through Weakly Supervised Multi-graph Learning. ICCV 2013: 2600-2607
[c140]
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Tianyi Zhou, Wei Bian, Dacheng Tao:
Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions. ICDM 2013: 917-926
[c139]
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Chang Xu, Dacheng Tao, Yangxi Li, Chao Xu:
Large-margin multi-view Gaussian process for image classification. ICIMCS 2013: 7-12
[c138]
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Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Image super-resolution via non-local steering kernel regression regularization. ICIP 2013: 943-946
[c137]
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Haifeng Zhao, Jun Cheng, Jun Jiang, Dacheng Tao:
Multiple instance learning via distance metric optimization. ICIP 2013: 2617-2621
[c136]
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Haiyan Peng, Cheng Deng, Lingling An, Xinbo Gao, Dacheng Tao:
Learning to multimodal hash for robust video copy detection. ICIP 2013: 4482-4486
[c135]
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Jun Li, Dacheng Tao:
A Bayesian Factorised Covariance Model for Image Analysis. IJCAI 2013: 1465-1471
[c134]
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Tongtao Zhang, Rongrong Ji, Wei Liu, Dacheng Tao, Gang Hua:
Semi-Supervised Learning with Manifold Fitted Graphs. IJCAI 2013: 1896-1902
[c133]
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Tianyi Zhou, Dacheng Tao:
Shifted Subspaces Tracking on Sparse Outlier for Motion Segmentation. IJCAI 2013: 1946-1952
[c132]
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Bo Du, Nan Wang, Liangpei Zhang, Dacheng Tao:
Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis. IScIDE 2013: 336-343
[c131]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. IScIDE 2013: 351-358
[c130]
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Bin Wang, Xinbo Gao, Jie Li, Xuelong Li, Dacheng Tao:
A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections. IScIDE 2013: 697-704
[c129]
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Tianyi Zhou, Dacheng Tao:
k-bit Hamming compressed sensing. ISIT 2013: 679-683
[c128]
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Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao:
Constrained stochastic gradient descent for large-scale least squares problem. KDD 2013: 883-891
[c127]
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Jun Cheng, Jiang Liu, Dacheng Tao, Fengshou Yin, Damon Wing Kee Wong, Yanwu Xu, Tien Yin Wong:
Superpixel Classification Based Optic Cup Segmentation. MICCAI (3) 2013: 421-428
[c126]
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Lei Weit, Naiyang Guan, Xiang Zhang, Zhigang Luo, Dacheng Tao:
Orthogonal Nonnegative Locally Linear Embedding. SMC 2013: 2134-2139
[c125]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia:
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. WHISPERS 2013: 1-4
[i15]
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Mingli Song, Dacheng Tao, Stephen J. Maybank:
Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey. CoRR abs/1302.0446 (2013)
[i14]
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Chang Xu, Dacheng Tao, Chao Xu:
A Survey on Multi-view Learning. CoRR abs/1304.5634 (2013)
[i13]
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Chengxi Ye, Dacheng Tao, Mingli Song, David W. Jacobs, Min Wu:
Sparse Norm Filtering. CoRR abs/1305.3971 (2013)
[i12]
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Weifeng Liu, Dacheng Tao, Jun Cheng, Yuan Yan Tang:
Multiview Hessian Discriminative Sparse Coding for Image Annotation. CoRR abs/1307.3811 (2013)
[i11]
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Fei Gao, Dacheng Tao, Xinbo Gao, Xuelong Li:
Learning to Rank for Blind Image Quality Assessment. CoRR abs/1309.0213 (2013)
[i10]
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Tianyi Zhou, Dacheng Tao:
Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition. CoRR abs/1309.0302 (2013)
2012
[j157]
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Zhang Zhang, Jun Cheng, Jun Li, Wei Bian, Dacheng Tao:
Segment-Based Features for Time Series Classification. Comput. J. 55(9): 1088-1102 (2012)
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Lingling An, Xinbo Gao, Yuan Yuan, Dacheng Tao:
Robust lossless data hiding using clustering and statistical quantity histogram. Neurocomputing 77(1): 1-11 (2012)
[j155]
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Lingling An, Xinbo Gao, Yuan Yuan, Dacheng Tao, Cheng Deng, Feng Ji:
Content-adaptive reliable robust lossless data embedding. Neurocomputing 79: 1-11 (2012)
[j154]
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Jun Yu, Wei Bian, Mingli Song, Jun Cheng, Dacheng Tao:
Graph based transductive learning for cartoon correspondence construction. Neurocomputing 79: 105-114 (2012)
[j153]
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Xiaoyu Deng, Yan Shen, Mingli Song, Dacheng Tao, Jiajun Bu, Chun Chen:
Video-based non-uniform object motion blur estimation and deblurring. Neurocomputing 86: 170-178 (2012)
[j152]
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Kaibing Zhang, Guangwu Mu, Yuan Yuan, Xinbo Gao, Dacheng Tao:
Video super-resolution with 3D adaptive normalized convolution. Neurocomputing 94: 140-151 (2012)
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Tianyi Zhou, Dacheng Tao, Xindong Wu:
Compressed labeling on distilled labelsets for multi-label learning. Mach. Learn. 88(1-2): 69-126 (2012)
[j150]
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Si Si, Dacheng Tao, Meng Wang, Kwok-Ping Chan:
Social image annotation via cross-domain subspace learning. Multim. Tools Appl. 56(1): 91-108 (2012)
[j149]
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Zhang Zhang, Dacheng Tao:
Slow Feature Analysis for Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34(3): 436-450 (2012)
[j148]
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Bo Geng, Dacheng Tao, Chao Xu, Linjun Yang, Xian-Sheng Hua:
Ensemble Manifold Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1227-1233 (2012)
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Shuai Zheng, Kaiqi Huang, Tieniu Tan, Dacheng Tao:
A cascade fusion scheme for gait and cumulative foot pressure image recognition. Pattern Recognit. 45(10): 3603-3610 (2012)
[j146]
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Jun Li, Dacheng Tao, Xuelong Li:
A probabilistic model for image representation via multiple patterns. Pattern Recognit. 45(11): 4044-4053 (2012)
[j145]
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Xiao Liu, Mingli Song, Qi Zhao, Dacheng Tao, Chun Chen, Jiajun Bu:
Attribute-restricted latent topic model for person re-identification. Pattern Recognit. 45(12): 4204-4213 (2012)
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Jun Cheng, Can Xie, Wei Bian, Dacheng Tao:
Feature fusion for 3D hand gesture recognition by learning a shared hidden space. Pattern Recognit. Lett. 33(4): 476-484 (2012)
[j143]
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Jun Yu, Jun Cheng, Dacheng Tao:
Interactive cartoon reusing by transfer learning. Signal Process. 92(9): 2147-2158 (2012)
[j142]
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Qinghua Huang, Dacheng Tao, Xuelong Li, Alan Wee-Chung Liew:
Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 9(2): 560-570 (2012)
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Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li:
Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 22(8): 1213-1226 (2012)
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Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang:
Sparse Unsupervised Dimensionality Reduction for Multiple View Data. IEEE Trans. Circuits Syst. Video Technol. 22(10): 1485-1496 (2012)
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 50(3): 879-893 (2012)
[j138]
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Mingli Song, Dacheng Tao, Chun Chen, Jiajun Bu, Jiebo Luo, Chengqi Zhang:
Probabilistic Exposure Fusion. IEEE Trans. Image Process. 21(1): 341-357 (2012)
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Xinbo Gao, Kaibing Zhang, Dacheng Tao, Xuelong Li:
Joint Learning for Single-Image Super-Resolution via a Coupled Constraint. IEEE Trans. Image Process. 21(2): 469-480 (2012)
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Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua:
Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation. IEEE Trans. Image Process. 21(4): 2354-2360 (2012)
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Mingli Song, Dacheng Tao, Xiaoqin Huang, Chun Chen, Jiajun Bu:
Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network. IEEE Trans. Image Process. 21(5): 2887-2897 (2012)
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Xinbo Gao, Kaibing Zhang, Dacheng Tao, Xuelong Li:
Image Super-Resolution With Sparse Neighbor Embedding. IEEE Trans. Image Process. 21(7): 3194-3205 (2012)
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Jun Yu, Dacheng Tao, Meng Wang:
Adaptive Hypergraph Learning and its Application in Image Classification. IEEE Trans. Image Process. 21(7): 3262-3272 (2012)
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Lingling An, Xinbo Gao, Xuelong Li, Dacheng Tao, Cheng Deng, Jie Li:
Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking. IEEE Trans. Image Process. 21(8): 3598-3611 (2012)
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Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai:
3-D Object Retrieval and Recognition With Hypergraph Analysis. IEEE Trans. Image Process. 21(9): 4290-4303 (2012)
[j130]
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Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression. IEEE Trans. Image Process. 21(11): 4544-4556 (2012)
[j129]
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Jun Yu, Meng Wang, Dacheng Tao:
Semisupervised Multiview Distance Metric Learning for Cartoon Synthesis. IEEE Trans. Image Process. 21(11): 4636-4648 (2012)
[j128]
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Meng Wang, Hao Li, Dacheng Tao, Ke Lu, Xindong Wu:
Multimodal Graph-Based Reranking for Web Image Search. IEEE Trans. Image Process. 21(11): 4649-4661 (2012)
[j127]
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Jun Li, Dacheng Tao:
On Preserving Original Variables in Bayesian PCA With Application to Image Analysis. IEEE Trans. Image Process. 21(12): 4830-4843 (2012)
[j126]
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Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Tien Yin Wong, Seang Mei Saw:
Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold. IEEE Trans. Medical Imaging 31(12): 2355-2365 (2012)
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Bo Geng, Yangxi Li, Dacheng Tao, Meng Wang, Zheng-Jun Zha, Chao Xu:
Parallel Lasso for Large-Scale Video Concept Detection. IEEE Trans. Multim. 14(1): 55-65 (2012)
[j124]
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Yangxi Li, Bo Geng, Dacheng Tao, Zheng-Jun Zha, Linjun Yang, Chao Xu:
Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding. IEEE Trans. Multim. 14(6): 1618-1630 (2012)
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Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan:
Online Nonnegative Matrix Factorization With Robust Stochastic Approximation. IEEE Trans. Neural Networks Learn. Syst. 23(7): 1087-1099 (2012)
[j122]
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Wei Bian, Dacheng Tao:
Constrained Empirical Risk Minimization Framework for Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 23(8): 1194-1205 (2012)
[j121]
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Chao Zhang, Wei Bian, Dacheng Tao, Weisi Lin:
Discretized-Vapnik-Chervonenkis Dimension for Analyzing Complexity of Real Function Classes. IEEE Trans. Neural Networks Learn. Syst. 23(9): 1461-1472 (2012)
[j120]
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Chao Zhang, Dacheng Tao:
Generalization Bounds of ERM-Based Learning Processes for Continuous-Time Markov Chains. IEEE Trans. Neural Networks Learn. Syst. 23(12): 1872-1883 (2012)
[j119]
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Xinmei Tian, Dacheng Tao, Yong Rui:
Sparse transfer learning for interactive video search reranking. ACM Trans. Multim. Comput. Commun. Appl. 8(3): 26:1-26:19 (2012)
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Wei Bian, Dacheng Tao, Yong Rui:
Cross-Domain Human Action Recognition. IEEE Trans. Syst. Man Cybern. Part B 42(2): 298-307 (2012)
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Jun Yu, Dongquan Liu, Dacheng Tao, Hock Soon Seah:
On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis. IEEE Trans. Syst. Man Cybern. Part B 42(5): 1413-1427 (2012)
[j116]
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Ya Su, Xinbo Gao, Xuelong Li, Dacheng Tao:
Multivariate Multilinear Regression. IEEE Trans. Syst. Man Cybern. Part B 42(6): 1560-1573 (2012)
[j115]
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Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan:
NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 60(6): 2882-2898 (2012)
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Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Multi-scale dictionary for single image super-resolution. CVPR 2012: 1114-1121
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Lihuo He, Dacheng Tao, Xuelong Li, Xinbo Gao:
Sparse representation for blind image quality assessment. CVPR 2012: 1146-1153
[c122]
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Zhibin Hong, Xue Mei, Dacheng Tao:
Dual-Force Metric Learning for Robust Distracter-Resistant Tracker. ECCV (1) 2012: 513-527
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Bo Du, Liangpei Zhang, Dacheng Tao, Nan Wang, Tao Chen:
A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. ICCH 2012: 112-119
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Bing Han, Xuelong Li, Xinbo Gao, Dacheng Tao:
A biological inspired features based saliency map. ICNC 2012: 371-375
[c119]
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Xiao Liu, Mingli Song, Luming Zhang, Dacheng Tao, Jiajun Bu, Chun Chen:
Pedestrian detection using a mixture mask model. ICNSC 2012: 271-276
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Jun Yu, Jun Cheng, Jianmin Wang, Dacheng Tao:
Transductive Cartoon Retrieval by Multiple Hypergraph Learning. ICONIP (3) 2012: 269-276
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Senlin Wang, Qi Zhao, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao:
Learning Visual Saliency Based on Object's Relative Relationship. ICONIP (5) 2012: 318-327
[c116]
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Fei Gao, Dacheng Tao, Xuelong Li, Xinbo Gao, Lihuo He:
Local Structure Divergence Index for Image Quality Assessment. ICONIP (5) 2012: 337-344
[c115]
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Lihuo He, Dongxue Wang, Xuelong Li, Dacheng Tao, Xinbo Gao, Fei Gao:
Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment. ICONIP (2) 2012: 401-408
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Jun Li, Dacheng Tao:
Sampling Normal Distribution Restricted on Multiple Regions. ICONIP (1) 2012: 492-500
[c113]
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Xiao Liu, Mingli Song, Luming Zhang, Senlin Wang, Jiajun Bu, Chun Chen, Dacheng Tao:
Joint shot boundary detection and key frame extraction. ICPR 2012: 2565-2568
[c112]
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Luming Zhang, Mingli Song, Li Sun, Xiao Liu, Yinting Wang, Dacheng Tao, Jiajun Bu, Chun Chen:
Spatial graphlet matching kernel for recognizing aerial image categories. ICPR 2012: 2813-2816
[c111]
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Duo Chen, Jun Cheng, Dacheng Tao:
Clustering-based discriminative locality alignment for face gender recognition. IROS 2012: 4156-4161
[c110]
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Tianyi Zhou, Dacheng Tao:
Bilateral random projections. ISIT 2012: 1286-1290
[c109]
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Tianyi Zhou, Dacheng Tao:
1-bit Hamming compressed sensing. ISIT 2012: 1862-1866
[c108]
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  - conf/kdd/WuWCT12
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Zhiang Wu, Junjie Wu, Jie Cao, Dacheng Tao:
HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation. KDD 2012: 985-993
[c107]
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Tianyi Zhou, Dacheng Tao:
Labelset anchored subspace ensemble (LASE) for multi-label annotation. ICMR 2012: 42
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Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu:
Exploiting visual word co-occurrence for image retrieval. ACM Multimedia 2012: 69-78
[c105]
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Wei Bian, Bo Xie, Dacheng Tao:
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels. AISTATS 2012: 109-117
[c104]
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Tianyi Zhou, Dacheng Tao:
Multi-label Subspace Ensemble. AISTATS 2012: 1444-1452
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Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li:
Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples. Handbook of Natural Computing 2012: 377-399
[i9]
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Chao Zhang, Dacheng Tao:
Risk Bounds for Infinitely Divisible Distribution. CoRR abs/1202.3774 (2012)
[i8]
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Naiyang Guan, Dacheng Tao, Zhigang Luo, John Shawe-Taylor:
MahNMF: Manhattan Non-negative Matrix Factorization. CoRR abs/1207.3438 (2012)
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Wei Bian, Dacheng Tao:
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis. CoRR abs/1208.3030 (2012)
2011
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Dongquan Liu, Quan Chen, Jun Yu, Huiqin Gu, Dacheng Tao, Hock Soon Seah:
Stroke Correspondence Construction Using Manifold Learning. Comput. Graph. Forum 30(8): 2194-2207 (2011)
[j113]
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Xinbo Gao, Rong Fu, Xuelong Li, Dacheng Tao, Beichen Zhang, Huigen Yang:
Aurora image segmentation by combining patch and texture thresholding. Comput. Vis. Image Underst. 115(3): 390-402 (2011)
[j112]
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Tianyi Zhou, Dacheng Tao, Xindong Wu:
Manifold elastic net: a unified framework for sparse dimension reduction. Data Min. Knowl. Discov. 22(3): 340-371 (2011)
[j111]
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Xinmei Tian, Dacheng Tao:
Visual Reranking: From Objectives to Strategies. IEEE Multim. 18(3): 12-21 (2011)
[j110]
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Xinbo Gao, Zhenxing Niu, Dacheng Tao, Xuelong Li:
Non-goal scene analysis for soccer video. Neurocomputing 74(4): 540-548 (2011)
[j109]
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Teng Sha, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao:
Feature level analysis for 3D facial expression recognition. Neurocomputing 74(12-13): 2135-2141 (2011)
[j108]
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Lihuo He, Wen Lu, Xinbo Gao, Dacheng Tao, Xuelong Li:
A Novel Metric Based on MCA for Image Quality. Int. J. Wavelets Multiresolution Inf. Process. 9(5): 743-757 (2011)
[j107]
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Kaibing Zhang, Xinbo Gao, Xuelong Li, Dacheng Tao:
Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution. IEEE J. Sel. Top. Signal Process. 5(2): 230-239 (2011)
[j106]
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Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang:
A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geosci. Remote. Sens. Lett. 8(2): 374-378 (2011)
[j105]
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Jun Yu, Dacheng Tao, Meng Wang, Jun Cheng:
Semi-automatic cartoon generation by motion planning. Multim. Syst. 17(5): 409-419 (2011)
[j104]
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Wei Bian, Dacheng Tao:
Max-Min Distance Analysis by Using Sequential SDP Relaxation for Dimension Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 33(5): 1037-1050 (2011)
[j103]
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Lu Zhang, Tao Mei, Yuan Liu, Dacheng Tao, He-Qin Zhou:
Visual search reranking via adaptive particle swarm optimization. Pattern Recognit. 44(8): 1811-1820 (2011)
[j102]
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Ying Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Bin Wang:
Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions. Pattern Recognit. 44(9): 1903-1915 (2011)
[j101]
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Xinbo Gao, Xiumei Wang, Xuelong Li, Dacheng Tao:
Transfer latent variable model based on divergence analysis. Pattern Recognit. 44(10-11): 2358-2366 (2011)
[j100]
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Jun Cheng, Maoying Qiao, Wei Bian, Dacheng Tao:
3D human posture segmentation by spectral clustering with surface normal constraint. Signal Process. 91(9): 2204-2212 (2011)
[j99]
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Lihuo He, Xinbo Gao, Wen Lu, Xuelong Li, Dacheng Tao:
Image quality assessment based on S-CIELAB model. Signal Image Video Process. 5(3): 283-290 (2011)
[j98]
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Xinbo Gao, Jinguang Chen, Dacheng Tao, Xuelong Li:
Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation. IEEE Trans. Aerosp. Electron. Syst. 47(1): 718-272 (2011)
[j97]
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Xinbo Gao, Lingling An, Yuan Yuan, Dacheng Tao, Xuelong Li:
Lossless Data Embedding Using Generalized Statistical Quantity Histogram. IEEE Trans. Circuits Syst. Video Technol. 21(8): 1061-1070 (2011)
[j96]
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Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan:
Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. IEEE Trans. Image Process. 20(7): 2030-2048 (2011)
[j95]
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Xinchao Wang, Zhu Li, Dacheng Tao:
Subspaces Indexing Model on Grassmann Manifold for Image Search. IEEE Trans. Image Process. 20(9): 2627-2635 (2011)
[j94]
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Xinbo Gao, Qian Wang, Xuelong Li, Dacheng Tao, Kaibing Zhang:
Zernike-Moment-Based Image Super Resolution. IEEE Trans. Image Process. 20(10): 2738-2747 (2011)
[j93]
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Bo Geng, Dacheng Tao, Chao Xu:
DAML: Domain Adaptation Metric Learning. IEEE Trans. Image Process. 20(10): 2980-2989 (2011)
[j92]
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Jun Yu, Dongquan Liu, Dacheng Tao, Hock Soon Seah:
Complex Object Correspondence Construction in Two-Dimensional Animation. IEEE Trans. Image Process. 20(11): 3257-3269 (2011)
[j91]
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Xinchao Wang, Zhu Li, Dacheng Tao:
Corrections to "Subspaces Indexing Model on Grassmann Manifold for Image Search". IEEE Trans. Image Process. 20(12): 3658 (2011)
[j90]
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Bo Xie, Meng Wang, Dacheng Tao:
Toward the Optimization of Normalized Graph Laplacian. IEEE Trans. Neural Networks 22(4): 660-666 (2011)
[j89]
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Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan:
Non-Negative Patch Alignment Framework. IEEE Trans. Neural Networks 22(8): 1218-1230 (2011)
[j88]
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Kaiqi Huang, Dacheng Tao, Yuan Yan Tang, Xuelong Li, Tieniu Tan:
Biologically Inspired Features for Scene Classification in Video Surveillance. IEEE Trans. Syst. Man Cybern. Part B 41(1): 307-313 (2011)
[j87]
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Xinbo Gao, Xiumei Wang, Dacheng Tao, Xuelong Li:
Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction. IEEE Trans. Syst. Man Cybern. Part B 41(2): 425-434 (2011)
[j86]
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Xinbo Gao, Bin Wang, Dacheng Tao, Xuelong Li:
A Relay Level Set Method for Automatic Image Segmentation. IEEE Trans. Syst. Man Cybern. Part B 41(2): 518-525 (2011)
[j85]
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Si Si, Wei Liu, Dacheng Tao, Kwok-Ping Chan:
Distribution Calibration in Riemannian Symmetric Space. IEEE Trans. Syst. Man Cybern. Part B 41(4): 921-930 (2011)
[j84]
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Bo Xie, Yang Mu, Dacheng Tao, Kaizhu Huang:
m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Trans. Syst. Man Cybern. Part B 41(4): 1088-1096 (2011)
[j83]
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Qinghua Huang, Dacheng Tao, Xuelong Li, Lianwen Jin, Gang Wei:
Exploiting Local Coherent Patterns for Unsupervised Feature Ranking. IEEE Trans. Syst. Man Cybern. Part B 41(6): 1471-1482 (2011)
[j82]
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Yongzhen Huang, Kaiqi Huang, Dacheng Tao, Tieniu Tan, Xuelong Li:
Enhanced Biologically Inspired Model for Object Recognition. IEEE Trans. Syst. Man Cybern. Part B 41(6): 1668-1680 (2011)
[c103]
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Fei Gao, Xinbo Gao, Dacheng Tao, Xuelong Li, Lihuo He, Wen Lu:
Universal no reference image quality assessment metrics based on local dependency. ACPR 2011: 298-302
[c102]
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Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang:
Learning Colours from Textures by Sparse Manifold Embedding. Australasian Conference on Artificial Intelligence 2011: 600-608
[c101]
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Jun Li, Dacheng Tao:
Wisdom of Crowds: Single Image Super-resolution from the Web. ICDM Workshops 2011: 812-816
[c100]
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Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework. ICIG 2011: 82-87
[c99]
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Jiewei Zhang, Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li:
Face sketch-photo synthesis based on support vector regression. ICIP 2011: 1125-1128
[c98]
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Guangwu Mu, Xinbo Gao, Kaibing Zhang, Xuelong Li, Dacheng Tao:
Single image super resolution with high resolution dictionary. ICIP 2011: 1141-1144
[c97]
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Tianyi Zhou, Dacheng Tao:
GoDec: Randomized Lowrank & Sparse Matrix Decomposition in Noisy Case. ICML 2011: 33-40
[c96]
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  - conf/iconip/ZhouBTZSC11
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Zhuoli Zhou, Jiajun Bu, Dacheng Tao, Luming Zhang, Mingli Song, Chun Chen:
Describing Human Identity Using Attributes. ICONIP (3) 2011: 86-94
[c95]
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Jun Li, Dacheng Tao:
A Probabilistic Model for Discovering High Level Brain Activities from fMRI. ICONIP (1) 2011: 329-336
[c94]
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Luming Zhang, Mingli Song, Wei Bian, Dacheng Tao, Xiao Liu, Jiajun Bu, Chun Chen:
Feature Relationships Hypergraph for Multimodal Recognition. ICONIP (1) 2011: 589-598
[c93]
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Shuai Zheng, Bo Xie, Kaiqi Huang, Dacheng Tao:
Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity. ICONIP (3) 2011: 629-638
[c92]
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Luming Zhang, Wei Bian, Mingli Song, Dacheng Tao, Xiao Liu:
Integrating Local Features into Discriminative Graphlets for Scene Classification. ICONIP (3) 2011: 657-666
[c91]
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Senlin Wang, Mingli Song, Dacheng Tao, Luming Zhang, Jiajun Bu, Chun Chen:
Opponent and Feedback: Visual Attention Captured. ICONIP (3) 2011: 667-675
[c90]
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Wei Bian, Dacheng Tao:
Learning a Distance Metric by Empirical Loss Minimization. IJCAI 2011: 1186-1191
[c89]
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Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski:
Biologically inspired model for crater detection. IJCNN 2011: 2487-2494
[c88]
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Bo Xie, Wei Bian, Dacheng Tao, Parag Chordia:
Music Tagging with Regularized Logistic Regression. ISMIR 2011: 711-716
[c87]
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Yang Mu, Wei Ding, Melissa Morabito, Dacheng Tao:
Empirical Discriminative Tensor Analysis for Crime Forecasting. KSEM 2011: 293-304
[c86]
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Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Beng Hai Lee, Mani Baskaran, Tien Yin Wong, Tin Aung:
Focal Biologically Inspired Feature for Glaucoma Type Classification. MICCAI (3) 2011: 91-98
[c85]
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Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank:
Shared feature extraction for semi-supervised image classification. ACM Multimedia 2011: 1165-1168
[c84]
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Yangxi Li, Bo Geng, Zheng-Jun Zha, Dacheng Tao, Linjun Yang, Chao Xu:
Difficulty guided image retrieval using linear multiview embedding. ACM Multimedia 2011: 1169-1172
[c83]
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Yingfei Li, Bo Geng, Zheng-Jun Zha, Yangxi Li, Dacheng Tao, Chao Xu:
Query expansion by spatial co-occurrence for image retrieval. ACM Multimedia 2011: 1177-1180
[c82]
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Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao:
Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia 2011: 1517-1520
[c81]
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Yangxi Li, Yong Luo, Dacheng Tao, Chao Xu:
Query Difficulty Guided Image Retrieval System. MMM (2) 2011: 479-482
[c80]
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Chao Zhang, Dacheng Tao:
Risk Bounds for Infinitely Divisible Distribution. UAI 2011: 796-803
[c79]
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Chao Zhang, Dacheng Tao:
Generalization Bound for Infinitely Divisible Empirical Process. AISTATS 2011: 864-872
[p5]
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Wei Bian, Dacheng Tao:
Face Subspace Learning. Handbook of Face Recognition 2011: 51-77
[p4]
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Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao:
Robust Image Watermarking Based on Feature Regions. Multimedia Analysis, Processing and Communications 2011: 111-137
[p3]
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Xinbo Gao, Bin Wang, Dacheng Tao, Xuelong Li:
A Unified Tensor Level Set Method for Image Segmentation. Multimedia Analysis, Processing and Communications 2011: 217-238
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Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li:
Recognition of Sketches in Photos. Multimedia Analysis, Processing and Communications 2011: 239-262
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Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo, Haohong Wang:
Multimedia Analysis, Processing and Communications. 2011, ISBN 978-3-642-19550-1 [contents]
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Tianyi Zhou, Dacheng Tao:
Multi-label Learning via Structured Decomposition and Group Sparsity. CoRR abs/1103.0102 (2011)
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Xinmei Tian, Dacheng Tao, Yong Rui:
Sparse Transfer Learning for Interactive Video Search Reranking. CoRR abs/1103.2756 (2011)
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Tianyi Zhou, Dacheng Tao:
Hamming Compressed Sensing. CoRR abs/1110.0073 (2011)
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Tianyi Zhou, Dacheng Tao:
Bilateral Random Projections. CoRR abs/1112.5215 (2011)
2010
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Jun Li, Dacheng Tao:
An Exponential Family Extension to Principal Component Analysis. Aust. J. Intell. Inf. Process. Syst. 11(4) (2010)
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Chao Zhang, Dacheng Tao:
Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions. Aust. J. Intell. Inf. Process. Syst. 12(3) (2010)
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Xinbo Gao, Cheng Deng, Xuelong Li, Dacheng Tao:
Local Feature Based Geometric-Resistant Image Information Hiding. Cogn. Comput. 2(2): 68-77 (2010)
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Wen Lu, Xuelong Li, Xinbo Gao, Wenjian Tang, Jing Li, Dacheng Tao:
A Video Quality Assessment Metric Based on Human Visual System. Cogn. Comput. 2(2): 120-131 (2010)
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Wen Lu, Kai Zeng, Dacheng Tao, Yuan Yuan, Xinbo Gao:
No-reference image quality assessment in contourlet domain. Neurocomputing 73(4-6): 784-794 (2010)
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Jing Wen, Xinbo Gao, Yuan Yuan, Dacheng Tao, Jie Li:
Incremental tensor biased discriminant analysis: A new color-based visual tracking method. Neurocomputing 73(4-6): 827-839 (2010)
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Bing Xiao, Xinbo Gao, Dacheng Tao, Yuan Yuan, Jie Li:
Photo-sketch synthesis and recognition based on subspace learning. Neurocomputing 73(4-6): 840-852 (2010)
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Yang Mu, Dacheng Tao:
Biologically inspired feature manifold for gait recognition. Neurocomputing 73(4-6): 895-902 (2010)
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Xuelong Li, Dacheng Tao:
Subspace Learning. Neurocomputing 73(10-12): 1539-1540 (2010)
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Xiumei Wang, Xinbo Gao, Yuan Yuan, Dacheng Tao, Jie Li:
Semi-supervised Gaussian process latent variable model with pairwise constraints. Neurocomputing 73(10-12): 2186-2195 (2010)
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Jing Wen, Xinbo Gao, Xuelong Li, Dacheng Tao, Jie Li:
Incremental pairwise discriminant analysis based visual tracking. Neurocomputing 74(1-3): 428-438 (2010)
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Rong Fu, Xinbo Gao, Xuelong Li, Dacheng Tao, Yongjun Jian, Jie Li, Hongqiao Hu, Huigen Yang:
An integrated aurora image retrieval system: AuroraEye. J. Vis. Commun. Image Represent. 21(8): 787-797 (2010)
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Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li:
A survey of graph edit distance. Pattern Anal. Appl. 13(1): 113-129 (2010)
[j68]
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Mingli Song, Dacheng Tao, Chun Chen, Xuelong Li, Chang Wen Chen:
Color to Gray: Visual Cue Preservation. IEEE Trans. Pattern Anal. Mach. Intell. 32(9): 1537-1552 (2010)
[j67]
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Xuelong Li, Yanting Hu, Xinbo Gao, Dacheng Tao, Beijia Ning:
A multi-frame image super-resolution method. Signal Process. 90(2): 405-414 (2010)
[j66]
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Xinchao Wang, Dacheng Tao, Zhu Li:
Entropy controlled Laplacian regularization for least square regression. Signal Process. 90(6): 2043-2049 (2010)
[j65]
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Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao:
Local histogram based geometric invariant image watermarking. Signal Process. 90(12): 3256-3264 (2010)
[j64]
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Yi Yang, Yueting Zhuang, Dacheng Tao, Dong Xu, Jun Yu, Jiebo Luo:
Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis. IEEE Trans. Circuits Syst. Video Technol. 20(12): 1745-1756 (2010)
[j63]
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Dongjin Song, Dacheng Tao:
Biologically Inspired Feature Manifold for Scene Classification. IEEE Trans. Image Process. 19(1): 174-184 (2010)
[j62]
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Wei Bian, Dacheng Tao:
Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval. IEEE Trans. Image Process. 19(2): 545-554 (2010)
[j61]
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Xinmei Tian, Dacheng Tao, Xian-Sheng Hua, Xiuqing Wu:
Active Reranking for Web Image Search. IEEE Trans. Image Process. 19(3): 805-820 (2010)
[j60]
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Si Si, Dacheng Tao, Kwok-Ping Chan:
Evolutionary Cross-Domain Discriminative Hessian Eigenmaps. IEEE Trans. Image Process. 19(4): 1075-1086 (2010)
[j59]
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Xinbo Gao, Ying Wang, Xuelong Li, Dacheng Tao:
On combining morphological component analysis and concentric morphology model for mammographic mass detection. IEEE Trans. Inf. Technol. Biomed. 14(2): 266-273 (2010)
[j58]
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Si Si, Dacheng Tao, Bo Geng:
Bregman Divergence-Based Regularization for Transfer Subspace Learning. IEEE Trans. Knowl. Data Eng. 22(7): 929-942 (2010)
[j57]
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Tianhao Zhang, Kaiqi Huang, Xuelong Li, Jie Yang, Dacheng Tao:
Discriminative Orthogonal Neighborhood-Preserving Projections for Classification. IEEE Trans. Syst. Man Cybern. Part B 40(1): 253-263 (2010)
[j56]
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Xinbo Gao, Ya Su, Xuelong Li, Dacheng Tao:
A Review of Active Appearance Models. IEEE Trans. Syst. Man Cybern. Part C 40(2): 145-158 (2010)
[j55]
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Xinbo Gao, Cheng Deng, Xuelong Li, Dacheng Tao:
Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions. IEEE Trans. Syst. Man Cybern. Part C 40(3): 278-286 (2010)
[j54]
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Mingli Song, Dacheng Tao, Zicheng Liu, Xuelong Li, Mengchu Zhou:
Image Ratio Features for Facial Expression Recognition Application. IEEE Trans. Syst. Man Cybern. Part B 40(3): 779-788 (2010)
[j53]
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Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li:
A Unified Tensor Level Set for Image Segmentation. IEEE Trans. Syst. Man Cybern. Part B 40(3): 857-867 (2010)
[j52]
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Tian Xia, Dacheng Tao, Tao Mei, Yongdong Zhang:
Multiview Spectral Embedding. IEEE Trans. Syst. Man Cybern. Part B 40(6): 1438-1446 (2010)
[j51]
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Mingli Song, Dacheng Tao, Zhuo Sun, Xuelong Li:
Visual-Context Boosting for Eye Detection. IEEE Trans. Syst. Man Cybern. Part B 40(6): 1460-1467 (2010)
[c78]
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Wei Liu, Xinmei Tian, Dacheng Tao, Jianzhuang Liu:
Constrained Metric Learning Via Distance Gap Maximization. AAAI 2010: 518-524
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Zhuoli Zhou, Mingli Song, Luming Zhang, Dacheng Tao, Jiajun Bu, Chun Chen:
kPose: A New Representation For Action Recognition. ACCV (3) 2010: 436-447
[c76]
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Bo Xie, Mingli Song, Dacheng Tao:
Large-scale Dictionary Learning For Local Coordinate Coding. BMVC 2010: 1-9
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Si Si, Dacheng Tao, Kwok-Ping Chan:
Discriminative Hessian Eigenmaps for face recognition. ICASSP 2010: 5586-5589
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Tianyi Zhou, Dacheng Tao, Xindong Wu:
NESVM: A Fast Gradient Method for Support Vector Machines. ICDM 2010: 679-688
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Jun Li, Dacheng Tao:
Boosted Dynamic Cognitive Activity Recognition from Brain Images. ICMLA 2010: 361-366
[c72]
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Bo Xie, Yang Mu, Dacheng Tao:
m-SNE: Multiview Stochastic Neighbor Embedding. ICONIP (1) 2010: 338-346
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Tianyi Zhou, Dacheng Tao:
Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization. ICONIP (1) 2010: 388-396
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Bo Xie, Yang Mu, Mingli Song, Dacheng Tao:
Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. ICONIP (2) 2010: 641-649
[c69]
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Wei Liu, Shiqian Ma, Dacheng Tao, Jianzhuang Liu, Peng Liu:
Semi-supervised sparse metric learning using alternating linearization optimization. KDD 2010: 1139-1148
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Wei Bian, Jun Li, Dacheng Tao:
Feature Extraction for fMRI-Based Human Brain Activity Recognition. MLMI 2010: 148-156
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Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li:
Dual Phase Learning for Large Scale Video Gait Recognition. MMM 2010: 500-510
[c66]
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Xuelong Li, Lihuo He, Wen Lu, Xinbo Gao, Dacheng Tao:
A novel image quality metric based on morphological component analysis. SMC 2010: 1449-1454
[c65]
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Xinbo Gao, Ni Liu, Wen Lu, Dacheng Tao, Xuelong Li:
Spatio-temporal salience based video quality assessment. SMC 2010: 1501-1505
[c64]
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Jianqiang Yan, Dacheng Tao, Chunna Tian, Xinbo Gao, Xuelong Li:
Chinese text detection and location for images in multimedia messaging service. SMC 2010: 3896-3901
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Cheng Deng, Dacheng Tao:
Color image quality assessment with biologically inspired feature and machine learning. VCIP 2010: 77440Y
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Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li:
Image quality assessment and human visual system. VCIP 2010: 77440Z
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Wen Lu, Jing Li, Dacheng Tao, Xinbo Gao, Xuelong Li:
A new quality metric for compressed images based on DDCT. VCIP 2010: 77440C
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Fei Gao, Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li:
An image quality assessment metric with no reference using hidden Markov tree model. VCIP 2010: 774410
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Jun Li, Dacheng Tao:
Simple Exponential Family PCA. AISTATS 2010: 453-460
[c58]
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Chao Zhang, Dacheng Tao:
Risk Bounds for Levy Processes in the PAC-Learning Framework. AISTATS 2010: 948-955
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Dan Schonfeld, Caifeng Shan, Dacheng Tao, Liang Wang:
Video Search and Mining. Studies in Computational Intelligence 287, Springer 2010, ISBN 978-3-642-12899-8 [contents]
[i2]
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Tianyi Zhou, Dacheng Tao, Xindong Wu:
Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction. CoRR abs/1007.3564 (2010)
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Tianyi Zhou, Dacheng Tao, Xindong Wu:
NESVM: a Fast Gradient Method for Support Vector Machines. CoRR abs/1008.4000 (2010)

2000 – 2009

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2009
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Yang Mu, Dacheng Tao, Xuelong Li, Fionn Murtagh:
Biologically Inspired Tensor Features. Cogn. Comput. 1(4): 327-341 (2009)
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Qingshan Liu, Xuelong Li, Ahmed M. Elgammal, Xian-Sheng Hua, Dong Xu, Dacheng Tao:
Introduction to computer vision and image understanding the special issue on video analysis. Comput. Vis. Image Underst. 113(3): 317-318 (2009)
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Xinbo Gao, Yimin Yang, Dacheng Tao, Xuelong Li:
Discriminative optical flow tensor for video semantic analysis. Comput. Vis. Image Underst. 113(3): 372-383 (2009)
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Xinbo Gao, Ya Su, Xuelong Li, Dacheng Tao:
Gabor texture in active appearance models. Neurocomputing 72(13-15): 3174-3181 (2009)
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Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank:
Geometric Mean for Subspace Selection. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 260-274 (2009)
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Dacheng Tao, Xuelong Li, Yuan Yan Tang:
Learning semantics from multimedia content. Pattern Recognit. 42(2): 217 (2009)
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Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, Xuelong Li:
Introduction to the special issue on Video-based Object and Event Analysis. Pattern Recognit. Lett. 30(2): 87 (2009)
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Xinbo Gao, Xuelong Li, Jun Feng, Dacheng Tao:
Shot-based video retrieval with optical flow tensor and HMMs. Pattern Recognit. Lett. 30(2): 140-147 (2009)
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Xuelong Li, Dacheng Tao, Xinbo Gao, Wen Lu:
A natural image quality evaluation metric. Signal Process. 89(4): 548-555 (2009)
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Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao:
A local Tchebichef moments-based robust image watermarking. Signal Process. 89(8): 1531-1539 (2009)
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Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li:
A new approach for face recognition by sketches in photos. Signal Process. 89(8): 1576-1588 (2009)
[j39]
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Xinbo Gao, Lingling An, Xuelong Li, Dacheng Tao:
Reversibility improved lossless data hiding. Signal Process. 89(10): 2053-2065 (2009)
[j38]
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Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li:
Visual information analysis for security. Signal Process. 89(12): 2311-2312 (2009)
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Yuan Yuan, Xuelong Li, Yanwei Pang, Xin Lu, Dacheng Tao:
Binary Sparse Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 19(5): 772-777 (2009)
[j36]
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Yanwei Pang, Xuelong Li, Yuan Yuan, Dacheng Tao, Jing Pan:
Fast Haar transform based feature extraction for face representation and recognition. IEEE Trans. Inf. Forensics Secur. 4(3): 441-450 (2009)
[j35]
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Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li:
Image Quality Assessment Based on Multiscale Geometric Analysis. IEEE Trans. Image Process. 18(7): 1409-1423 (2009)
[j34]
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Tianhao Zhang, Dacheng Tao, Xuelong Li, Jie Yang:
Patch Alignment for Dimensionality Reduction. IEEE Trans. Knowl. Data Eng. 21(9): 1299-1313 (2009)
[j33]
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Jialie Shen, Dacheng Tao, Xuelong Li:
QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Trans. Multim. 11(2): 313-323 (2009)
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Kaiqi Huang, Dacheng Tao, Yuan Yuan, Xuelong Li, Tieniu Tan:
View-Independent Behavior Analysis. IEEE Trans. Syst. Man Cybern. Part B 39(4): 1028-1035 (2009)
[j31]
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Dacheng Tao, Xuelong Li, Wen Lu, Xinbo Gao:
Reduced-Reference IQA in Contourlet Domain. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1623-1627 (2009)
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Yongzhen Huang, Kaiqi Huang, Tieniu Tan, Dacheng Tao:
A Novel Visual Organization Based on Topological Perception. ACCV (1) 2009: 180-189
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Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li, Jie Li:
The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation. CAIP 2009: 987-994
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Ying Wang, Xinbo Gao, Xuelong Li, Dacheng Tao, Bin Wang:
Embedded Geometric Active Contour with Shape Constraint for Mass Segmentation. CAIP 2009: 995-1002
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Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua:
Ensemble manifold regularization. CVPR 2009: 2396-2402
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Jing Pan, Yanwei Pang, Xuelong Li, Yuan Yuan, Dacheng Tao:
A fast feature extraction method. ICASSP 2009: 1797-1800
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Si Si, Dacheng Tao, Kwok-Ping Chan:
Cross-Domain Web Image Annotation. ICDM Workshops 2009: 184-189
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Wei Bian, Dacheng Tao:
Dirichlet Mixture Allocation for Multiclass Document Collections Modeling. ICDM 2009: 711-715
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Qi Li, Dacheng Tao:
Detecting image points of general imbalance. ICIP 2009: 337-340
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Huiyu Zhou, Dacheng Tao, Yuan Yuan, Xuelong Li:
Object trajectory clustering via tensor analysis. ICIP 2009: 1945-1948
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Qi Li, Zhonghang Xia, Dacheng Tao:
A global-to-local scheme for imbalanced point matching. ICIP 2009: 2117-2120
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Dongjin Song, Dacheng Tao:
Discrminative Geometry Preserving Projections. ICIP 2009: 2457-2460
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Wei Chen, Kaiqi Huang, Tieniu Tan, Dacheng Tao:
A convergent solution to two dimensional linear discriminant analysis. ICIP 2009: 4133-4136
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Wei Bian, Jun Cheng, Dacheng Tao:
Biased isomap projections for interactive reranking. ICME 2009: 1632-1635
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Yi Yang, Yueting Zhuang, Dong Xu, Yunhe Pan, Dacheng Tao, Stephen J. Maybank:
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning. ACM Multimedia 2009: 311-320
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Wei Bian, Dacheng Tao:
Manifold Regularization for SIR with Rate Root-n Convergence. NIPS 2009: 117-125
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Si Si, Dacheng Tao, Kwok-Ping Chan:
Transfer Discriminative Logmaps. PCM 2009: 131-143
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Jialie Shen, Dacheng Tao, Xuelong Li:
Robust Semantic Concept Detection in Large Video Collections. SMC 2009: 635-638
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Ya Su, Dacheng Tao, Xuelong Li, Xinbo Gao:
Texture Representation in AAM using Gabor Wavelet and Local Binary Patterns. SMC 2009: 3274-3279
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Jing Wen, Xinbo Gao, Xuelong Li, Dacheng Tao:
Incremental Learning of Weighted Tensor Subspace for Visual Tracking. SMC 2009: 3688-3693
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Tianyi Zhou, Dacheng Tao:
Manifold Elastic Net for Sparse Learning. SMC 2009: 3699-3704
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Qinghua Huang, Lianwen Jin, Dacheng Tao:
An Unsupervised Feature Ranking Scheme by Discovering Biclusters. SMC 2009: 4970-4975
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Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li:
A Comparative Study of Three Graph Edit Distance Algorithms. Foundations of Computational Intelligence (5) 2009: 223-242
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Dacheng Tao, Dong Xu, Xuelong Li:
Semantic Mining Technologies for Multimedia Databases. IGI Global 2009, ISBN 978-1-60566-188-9 [contents]
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Santiago Aja-Fernández, Rodrigo de Luis García, Dacheng Tao, Xuelong Li:
Tensors in Image Processing and Computer Vision. Advances in Pattern Recognition, Springer 2009, ISBN 978-1-84882-298-6 [contents]
2008
[j30]
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Dacheng Tao, Xuelong Li:
Neurocomputing for vision research. Neurocomputing 71(10-12): 1769-1770 (2008)
[j29]
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Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank:
Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection. Neurocomputing 71(10-12): 1866-1882 (2008)
[j28]
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Xinbo Gao, Juanjuan Zhong, Dacheng Tao, Xuelong Li:
Local face sketch synthesis learning. Neurocomputing 71(10-12): 1921-1930 (2008)
[j27]
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Xuelong Li, Dacheng Tao, Stephen J. Maybank, Yuan Yuan:
Visual music and musical vision. Neurocomputing 71(10-12): 2023-2028 (2008)
[j26]
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Xinbo Gao, Wen Lu, Xuelong Li, Dacheng Tao:
Wavelet-based contourlet in quality evaluation of digital images. Neurocomputing 72(1-3): 378-385 (2008)
[j25]
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Na Li, Chun Chen, Qiang Wang, Mingli Song, Dacheng Tao, Xuelong Li:
Avatar motion control by natural body movement via camera. Neurocomputing 72(1-3): 648-652 (2008)
[j24]
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Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang:
Local Coordinates Alignment (LCA): a Novel Manifold Learning Approach. Int. J. Pattern Recognit. Artif. Intell. 22(4): 667-690 (2008)
[j23]
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Wen Lu, Xinbo Gao, Dacheng Tao, Xuelong Li:
A Wavelet-Based Image Quality Assessment Method. Int. J. Wavelets Multiresolution Inf. Process. 6(4): 541-551 (2008)
[j22]
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Dacheng Tao, Jialie Shen, Xuelong Li:
Guest editorial: Special issue on multimedia information retrieval. Int. J. Imaging Syst. Technol. 18(2-3): 85 (2008)
[j21]
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Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li:
HMM-based graph edit distance for image indexing. Int. J. Imaging Syst. Technol. 18(2-3): 209-218 (2008)
[j20]
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Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang:
Multimodal biometrics using geometry preserving projections. Pattern Recognit. 41(3): 805-813 (2008)
[j19]
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Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li:
Image categorization: Graph edit distance+edge direction histogram. Pattern Recognit. 41(10): 3179-3191 (2008)
[j18]
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Jing Li, Xuelong Li, Dacheng Tao:
KPCA for semantic object extraction in images. Pattern Recognit. 41(10): 3244-3250 (2008)
[j17]
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Dacheng Tao, Xiaoou Tang, Xuelong Li:
Which Components are Important for Interactive Image Searching? IEEE Trans. Circuits Syst. Video Technol. 18(1): 3-11 (2008)
[j16]
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Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank:
Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. 18(10): 1397-1410 (2008)
[j15]
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Jialie Shen, Dacheng Tao, Xuelong Li:
Modality Mixture Projections for Semantic Video Event Detection. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1587-1596 (2008)
[j14]
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Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos:
Incremental tensor analysis: Theory and applications. ACM Trans. Knowl. Discov. Data 2(3): 11:1-11:37 (2008)
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Xuelong Li, Stephen J. Maybank, Shuicheng Yan, Dacheng Tao, Dong Xu:
Gait Components and Their Application to Gender Recognition. IEEE Trans. Syst. Man Cybern. Part C 38(2): 145-155 (2008)
[j12]
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Yanwei Pang, Dacheng Tao, Yuan Yuan, Xuelong Li:
Binary Two-Dimensional PCA. IEEE Trans. Syst. Man Cybern. Part B 38(4): 1176-1180 (2008)
[c36]
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Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Tieniu Tan, Xuelong Li:
Enhanced biologically inspired model. CVPR 2008
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Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao:
Invariant Image Watermarking Based on Local Feature Regions. CW 2008: 6-10
[c34]
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Zhenxing Niu, Xinbo Gao, Dacheng Tao, Xuelong Li:
Semantic Video Shot Segmentation Based on Color Ratio Feature and SVM. CW 2008: 157-162
[c33]
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Tianhao Zhang, Dacheng Tao, Jie Yang:
Discriminative Locality Alignment. ECCV (1) 2008: 725-738
[c32]
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Wei Liu, Dacheng Tao, Jianzhuang Liu:
Transductive Component Analysis. ICDM 2008: 433-442
[c31]
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Cheng Deng, Xinbo Gao, Dacheng Tao, Xuelong Li:
Geometrically invariant watermarking using affine covariant regions. ICIP 2008: 413-416
[c30]
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Wen Lu, Xinbo Gao, Xuelong Li, Dacheng Tao:
An image quality assessment metric based contourlet. ICIP 2008: 1172-1175
[c29]
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Wei Bian, Dacheng Tao:
Harmonic mean for subspace selection. ICPR 2008: 1-4
[c28]
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Dongjin Song, Dacheng Tao:
C1 units for scene classification. ICPR 2008: 1-4
[c27]
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Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos:
Bayesian tensor analysis. IJCNN 2008: 1402-1409
[c26]
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Tianhao Zhang, Dacheng Tao, Xuelong Li, Tie Yang:
A unifying framework for spectral analysis based dimensionality reduction. IJCNN 2008: 1670-1677
[c25]
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Jialie Shen, Dacheng Tao, Xuelong Li:
Effective video event detection via subspace projection. MMSP 2008: 22-27
[c24]
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Wei Jia, De-Shuang Huang, Dacheng Tao, David Zhang:
Palmprint identification based on directional representation. SMC 2008: 1562-1567
[c23]
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Ya Su, Xinbo Gao, Dacheng Tao, Xuelong Li:
Gabor-based texture representation in AAMs. SMC 2008: 2236-2240
[c22]
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Xuelong Li, Wen Lu, Dacheng Tao, Xinbo Gao:
Frequency structure analysis for IQA. SMC 2008: 2246-2251
2007
[b1]
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Dacheng Tao:
Discriminative linear and multilinear subspace methods. Birkbeck, University of London, UK, 2007
[j11]
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Xuelong Li, Jing Li, Dacheng Tao, Yuan Yuan:
A Similarity Metric in Image Searching. Int. J. Image Graph. 7(2): 211-225 (2007)
[j10]
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Dong Xu, Dacheng Tao, Xuelong Li, Shuicheng Yan:
Face Recognition - a Generalized Marginal Fisher Analysis Approach. Int. J. Image Graph. 7(3): 583-591 (2007)
[j9]
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Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank:
Supervised tensor learning. Knowl. Inf. Syst. 13(1): 1-42 (2007)
[j8]
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Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank:
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1700-1715 (2007)
[j7]
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Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-Jiang Zhang:
Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval. IEEE Trans. Image Process. 16(11): 2811-2821 (2007)
[j6]
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Dacheng Tao, Xuelong Li, Stephen J. Maybank:
Negative Samples Analysis in Relevance Feedback. IEEE Trans. Knowl. Data Eng. 19(4): 568-580 (2007)
[c21]
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Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank:
General Averaged Divergence Analysis. ICDM 2007: 302-311
[c20]
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Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang:
Local Coordinates Alignment and Its Linearization. ICONIP (1) 2007: 643-652
[c19]
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Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos:
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801
[c18]
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Xuelong Li, Stephen J. Maybank, Dacheng Tao:
Gender recognition based on local body motions. SMC 2007: 3881-3886
2006
[j5]
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Xuelong Li, Yuan Yuan, Dacheng Tao:
Artistic Mosaic Series Generation. Int. J. Image Graph. 6(1): 139-154 (2006)
[j4]
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Dacheng Tao, Xiaoou Tang, Xuelong Li, Xindong Wu:
Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 28(7): 1088-1099 (2006)
[j3]
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Dong Xu, Shuicheng Yan, Dacheng Tao, Lei Zhang, Xuelong Li, HongJiang Zhang:
Human Gait Recognition With Matrix Representation. IEEE Trans. Circuits Syst. Video Technol. 16(7): 896-903 (2006)
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Jing Li, Nigel M. Allinson, Dacheng Tao, Xuelong Li:
Multitraining Support Vector Machine for Image Retrieval. IEEE Trans. Image Process. 15(11): 3597-3601 (2006)
[j1]
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Dacheng Tao, Xiaoou Tang, Xuelong Li, Yong Rui:
Direct Kernel Biased Discriminant Analysis: A New Content-Based Image Retrieval Relevance Feedback Algorithm. IEEE Trans. Multim. 8(4): 716-727 (2006)
[c17]
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Dacheng Tao, Xuelong Li, Stephen J. Maybank, Xindong Wu:
Human Carrying Status in Visual Surveillance. CVPR (2) 2006: 1670-1677
[c16]
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Dacheng Tao, Xuelong Li, Xindong Wu, Steve J. Maybank:
Elapsed Time in Human Gait Recognition: A New Approach. ICASSP (2) 2006: 177-180
[c15]
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Jimeng Sun, Dacheng Tao, Christos Faloutsos:
Beyond streams and graphs: dynamic tensor analysis. KDD 2006: 374-383
2005
[c14]
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Dacheng Tao, Xuelong Li, Weiming Hu, Stephen J. Maybank, Xindong Wu:
Supervised Tensor Learning. ICDM 2005: 450-457
[c13]
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Dacheng Tao, Stephen J. Maybank, Weiming Hu, Xuelong Li:
Stable Third-Order Tensor Representation for Color Image Classification. Web Intelligence 2005: 641-644
[c12]
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Jing Li, Dacheng Tao, Weiming Hu, Xuelong Li:
Kernel Principle Component Analysis in Pixels Clustering. Web Intelligence 2005: 786-789
2004
[c11]
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Dacheng Tao, Xiaoou Tang:
Multi-Class Discriminant Learning For Image Retrieval. CISST 2004: 452-455
[c10]
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Dacheng Tao, Jianzhuang Liu, Xiaoou Tang:
Learning User's Perception Using Region-based SVM for Content-based Image Retrieval. CISST 2004: 462-468
[c9]
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Dacheng Tao, Xiaoou Tang:
Orthogonal Complement Component Analysis for Positive Samples in SVM Based Relevance Feedback Image Retrieval. CVPR (2) 2004: 586-591
[c8]
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Dacheng Tao, Xiaoou Tang:
Random Sampling Based SVM for Relevance Feedback Image Retrieval. CVPR (2) 2004: 647-652
[c7]
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Dacheng Tao, Xiaoou Tang:
A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval. ICASSP (3) 2004: 441-444
[c6]
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Kennis Tam, Lam Ching Yu, Dacheng Tao, Hao Liu, Bo Luo, Xiaoou Tang:
Content-based SMIL retrieval. ICIG 2004: 146-149
[c5]
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Xiaoou Tang, Dacheng Tao, George E. Antoniou:
Texture classification of sars infected region in radiographic image. ICIP 2004: 2941-2944
[c4]
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Dacheng Tao, Xiaoou Tang:
SVM-based relevance feedback using random subspace method. ICME 2004: 269-272
[c3]
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Dacheng Tao, Xiaoou Tang:
Kernel full-space biased discriminant analysis. ICME 2004: 1287-1290
[c2]
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Dacheng Tao, Xiaoou Tang:
Nonparametric Discriminant Analysis in Relevance Feedback for Content-Based Image Retrieval. ICPR (2) 2004: 1013-1016
[c1]
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Dacheng Tao, Hao Liu, Xiaoou Tang:
K-BOX: a query-by-singing based music retrieval system. ACM Multimedia 2004: 464-467

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