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- 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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2020 – today
- 2022
[j570]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)- [j569]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) - [j568]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) - [j567]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) - [j566]Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao:
Wide-Angle Image Rectification: A Survey. Int. J. Comput. Vis. 130(3): 747-776 (2022) - [j565]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) - [j564]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) - [j563]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) - [j562]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) - [j561]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) - [j560]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) - [j559]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) - [j558]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) - [j557]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) - [j556]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) - [j555]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) - [j554]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) - [j553]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) - [j552]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) - [j551]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) - [j550]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) - [c435]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 - [c434]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 - [i374]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) - [i373]Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao:
SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection. CoRR abs/2201.01976 (2022) - [i372]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) - [i371]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) - [i370]Liang Ding, Keqin Peng, Dacheng Tao:
Improving Neural Machine Translation by Denoising Training. CoRR abs/2201.07365 (2022) - [i369]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) - [i368]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) - [i367]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) - [i366]Zhi Hou, Baosheng Yu, Dacheng Tao:
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. CoRR abs/2203.01522 (2022) - [i365]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) - [i364]Robin Wang, Yibo Yang, Dacheng Tao:
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CoRR abs/2203.03888 (2022) - [i363]Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao:
Contrastive Boundary Learning for Point Cloud Segmentation. CoRR abs/2203.05272 (2022) - [i362]Sen Zhang, Jing Zhang, Dacheng Tao:
Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World. CoRR abs/2203.05712 (2022) - [i361]Sen Zhang, Jing Zhang, Dacheng Tao:
Information-Theoretic Odometry Learning. CoRR abs/2203.05724 (2022) - [i360]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) - [i359]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) - [i358]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) - [i357]Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao:
Towards Data-Efficient Detection Transformers. CoRR abs/2203.09507 (2022) - [i356]Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao:
Learning Affordance Grounding from Exocentric Images. CoRR abs/2203.09905 (2022) - [i355]Shaopeng Fu, Fengxiang He, Dacheng Tao:
Knowledge Removal in Sampling-based Bayesian Inference. CoRR abs/2203.12964 (2022) - [i354]Zhi Hou, Baosheng Yu, Dacheng Tao:
Discovering Human-Object Interaction Concepts via Self-Compositional Learning. CoRR abs/2203.14272 (2022) - [i353]Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao:
Robust Unlearnable Examples: Protecting Data Against Adversarial Learning. CoRR abs/2203.14533 (2022) - [i352]Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao:
Rethinking Portrait Matting with Privacy Preserving. CoRR abs/2203.16828 (2022) - [i351]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) - [i350]Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao:
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning. CoRR abs/2204.01254 (2022) - [i349]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) - [i348]Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao:
An Empirical Study of Remote Sensing Pretraining. CoRR abs/2204.02825 (2022) - [i347]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) - [i346]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) - [i345]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) - [i344]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) - [i343]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) - [i342]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) - [i341]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) - [i340]Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao:
VSA: Learning Varied-Size Window Attention in Vision Transformers. CoRR abs/2204.08446 (2022) - [i339]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) - [i338]Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao:
Source-Free Domain Adaptation via Distribution Estimation. CoRR abs/2204.11257 (2022) - [i337]Youjian Zhang, Chaoyue Wang, Dacheng Tao:
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring. CoRR abs/2204.12139 (2022) - [i336]Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao:
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation. CoRR abs/2204.12484 (2022) - [i335]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) - [i334]Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao:
RU-Net: Regularized Unrolling Network for Scene Graph Generation. CoRR abs/2205.01297 (2022) - [i333]Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao:
HL-Net: Heterophily Learning Network for Scene Graph Generation. CoRR abs/2205.01316 (2022) - [i332]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) - 2021
- [j549]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) - [j548]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) - [j547]Zhe Chen, Jing Zhang, Dacheng Tao:
Recursive Context Routing for Object Detection. Int. J. Comput. Vis. 129(1): 142-160 (2021) - [j546]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) - [j545]Jianping Gou, Baosheng Yu, Stephen J. Maybank, Dacheng Tao:
Knowledge Distillation: A Survey. Int. J. Comput. Vis. 129(6): 1789-1819 (2021) - [j544]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) - [j543]Jing Zhang, Zhe Chen, Dacheng Tao:
Towards High Performance Human Keypoint Detection. Int. J. Comput. Vis. 129(9): 2639-2662 (2021) - [j542]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) - [j541]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) - [j540]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) - [j539]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) - [j538]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) - [j537]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) - [j536]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) - [j535]Hao Guan, Chaoyue Wang, Dacheng Tao:
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data. NeuroImage 244: 118586 (2021) - [j534]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) - [j533]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) - [j532]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) - [j531]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) - [j530]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) - [j529]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) - [j528]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) - [j527]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) - [j526]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) - [j525]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) - [j524]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) - [j523]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) - [j522]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) - [j521]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) - [j520]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) - [j519]Zeyu Feng, Chang Xu, Dacheng Tao:
Open-Set Hypothesis Transfer With Semantic Consistency. IEEE Trans. Image Process. 30: 6473-6484 (2021) - [j518]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) - [j517]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) - [j516]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) - [j515]Xinghao Yang, Weifeng Liu, Wei Liu, Dacheng Tao:
A Survey on Canonical Correlation Analysis. IEEE Trans. Knowl. Data Eng. 33(6): 2349-2368 (2021) - [j514]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) - [j513]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) - [j512]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) - [j511]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) - [j510]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) - [j509]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) - [j508]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) - [j507]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) - [j506]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) - [j505]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) - [j504]