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ORCIDDacheng Tao
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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
- 2021
[j520]Zhe Chen
, Jing Zhang, Dacheng Tao:
Recursive Context Routing for Object Detection. Int. J. Comput. Vis. 129(1): 142-160 (2021)- [j519]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) - [j518]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) - [j517]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) - [j516]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) - [j515]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) - [j514]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) - [j513]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) - [j512]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) - [j511]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) - [j510]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) - [j509]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) - [j508]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) - [j507]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) - [j506]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) - [j505]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) - [j504]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) - [j503]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) - [i274]Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao:
SPAGAN: Shortest Path Graph Attention Network. CoRR abs/2101.03464 (2021) - [i273]Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao:
Neural networks behave as hash encoders: An empirical study. CoRR abs/2101.05490 (2021) - [i272]Shaopeng Fu, Fengxiang He, Yue Xu, Dacheng Tao:
Bayesian Inference Forgetting. CoRR abs/2101.06417 (2021) - [i271]Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao:
CAA : Channelized Axial Attention for Semantic Segmentation. CoRR abs/2101.07434 (2021) - [i270]Liyuan Sun, Jianping Gou, Baosheng Yu, Lan Du, Dacheng Tao:
Collaborative Teacher-Student Learning via Multiple Knowledge Transfer. CoRR abs/2101.08471 (2021) - [i269]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) - [i268]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) - [i267]Shengcong Chen, Changxing Ding, Minfeng Liu, Dacheng Tao:
CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation. CoRR abs/2102.06867 (2021) - [i266]Dalu Guo, Dacheng Tao:
Learning Compositional Representation for Few-shot Visual Question Answering. CoRR abs/2102.10575 (2021) - [i265]Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu:
Manifold Regularized Dynamic Network Pruning. CoRR abs/2103.05861 (2021) - [i264]Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Detecting Human-Object Interaction via Fabricated Compositional Learning. CoRR abs/2103.08214 (2021) - [i263]Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao:
Towards understanding the power of quantum kernels in the NISQ era. CoRR abs/2103.16774 (2021) - [i262]Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao:
Online Multiple Object Tracking with Cross-Task Synergy. CoRR abs/2104.00380 (2021) - [i261]Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao:
Affordance Transfer Learning for Human-Object Interaction Detection. CoRR abs/2104.02867 (2021) - [i260]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) - [i259]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) - [i258]Xinqi Zhu, Chang Xu, Dacheng Tao:
Where and What? Examining Interpretable Disentangled Representations. CoRR abs/2104.05622 (2021) - [i257]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) - [i256]Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao:
Privacy-Preserving Portrait Matting. CoRR abs/2104.14222 (2021) - 2020
- [j502]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) - [j501]Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao:
Robust learning with imperfect privileged information. Artif. Intell. 282: 103246 (2020) - [j500]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) - [j499]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) - [j498]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) - [j497]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) - [j496]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) - [j495]Lihao Nan, Dacheng Tao:
Variational approach for privacy funnel optimization on continuous data. J. Parallel Distributed Comput. 137: 17-25 (2020) - [j494]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) - [j493]Chaoyue Wang, Chang Xu, Dacheng Tao:
Self-Supervised Pose Adaptation for Cross-Domain Image Animation. IEEE Trans. Artif. Intell. 1(1): 34-46 (2020) - [j492]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) - [j491]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) - [j490]Erkun Yang, Tongliang Liu, Cheng Deng, Dacheng Tao:
Adversarial Examples for Hamming Space Search. IEEE Trans. Cybern. 50(4): 1473-1484 (2020) - [j489]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) - [j488]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) - [j487]Youfa Liu, Weiping Tu, Bo Du, Lefei Zhang, Dacheng Tao:
Homologous Component Analysis for Domain Adaptation. IEEE Trans. Image Process. 29: 1074-1089 (2020) - [j486]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) - [j485]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) - [j484]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) - [j483]Shiming Ge, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao:
Distilling Channels for Efficient Deep Tracking. IEEE Trans. Image Process. 29: 2610-2621 (2020) - [j482]Juhua Liu, Chaoyue Wang, Hai Su, Bo Du, Dacheng Tao:
Multistage GAN for Fabric Defect Detection. IEEE Trans. Image Process. 29: 3388-3400 (2020) - [j481]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) - [j480]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) - [j479]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) - [j478]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) - [j477]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) - [j476]Yonggang Zhang, Xinmei Tian, Ya Li, Xinchao Wang, Dacheng Tao:
Principal Component Adversarial Example. IEEE Trans. Image Process. 29: 4804-4815 (2020) - [j475]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) - [j474]Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao:
Long-Term Video Prediction via Criticization and Retrospection. IEEE Trans. Image Process. 29: 7090-7103 (2020) - [j473]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) - [j472]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) - [j471]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) - [j470]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) - [j469]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) - [j468]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) - [j467]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) - [j466]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) - [j465]Xue Li, Bo Du, Yipeng Zhang, Chang Xu, Dacheng Tao:
Iterative Privileged Learning. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2805-2817 (2020) - [j464]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) - [j463]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) - [j462]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) - [j461]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) - [j460]Fengxiang He, Tongliang Liu, Dacheng Tao:
Why ResNet Works? Residuals Generalize. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5349-5362 (2020) - [c388]Maoying Qiao, Jun Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao:
Diversified Bayesian Nonnegative Matrix Factorization. AAAI 2020: 5420-5427 - [c387]Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao:
Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing. AAAI 2020: 10949-10956 - [c386]Liang Ding, Longyue Wang, Dacheng Tao:
Self-Attention with Cross-Lingual Position Representation. ACL 2020: 1679-1685 - [c385]Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu:
Context-Aware Cross-Attention for Non-Autoregressive Translation. COLING 2020: 4396-4402 - [c384]Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao:
GPS-Net: Graph Property Sensing Network for Scene Graph Generation. CVPR 2020: 3743-3752 - [c383]Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Distilling Knowledge From Graph Convolutional Networks. CVPR 2020: 7072-7081 - [c382]Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao:
Learning Oracle Attention for High-Fidelity Face Completion. CVPR 2020: 7677-7686 - [c381]Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao:
Recurrent Feature Reasoning for Image Inpainting. CVPR 2020: 7757-7765 - [c380]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]Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao:
Learning Unseen Concepts via Hierarchical Decomposition and Composition. CVPR 2020: 10245-10253 - [c378]Qi Zheng, Chaoyue Wang, Dacheng Tao:
Syntax-Aware Action Targeting for Video Captioning. CVPR 2020: 13093-13102 - [c377]Zhuo Chen, Chaoyue Wang, Bo Yuan, Dacheng Tao:
PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation. CVPR 2020: 13515-13524 - [c376]Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao:
FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation. CVPR 2020: 14001-14010 - [c375]Xikun Zhang, Chang Xu, Dacheng Tao:
Context Aware Graph Convolution for Skeleton-Based Action Recognition. CVPR 2020: 14321-14330 - [c374]Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao:
Polysemy Deciphering Network for Human-Object Interaction Detection. ECCV (20) 2020: 69-85 - [c373]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]Yu-Tong Cao, Jingya Wang, Dacheng Tao:
Symbiotic Adversarial Learning for Attribute-Based Person Search. ECCV (14) 2020: 230-247 - [c371]Xikun Zhang, Chang Xu, Dacheng Tao:
On Dropping Clusters to Regularize Graph Convolutional Neural Networks. ECCV (21) 2020: 245-260 - [c370]Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao:
Hallucinating Visual Instances in Total Absentia. ECCV (5) 2020: 264-282 - [c369]Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao:
Visual Compositional Learning for Human-Object Interaction Detection. ECCV (15) 2020: 584-600 - [c368]Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang:
Learning Propagation Rules for Attribution Map Generation. ECCV (20) 2020: 672-688 - [c367]Xinqi Zhu, Chang Xu, Dacheng Tao:
Learning Disentangled Representations with Latent Variation Predictability. ECCV (10) 2020: 684-700 - [c366]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]Yu Cao, Wei Bi, Meng Fang, Dacheng Tao:
Pretrained Language Models for Dialogue Generation with Multiple Input Sources. EMNLP (Findings) 2020: 909-917 - [c364]Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao:
Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. ICAISC (2) 2020: 85-94 - [c363]Fengxiang He, Bohan Wang, Dacheng Tao:
Piecewise linear activations substantially shape the loss surfaces of neural networks. ICLR 2020 - [c362]Zhuozhuo Tu, Fengxiang He, Dacheng Tao:
Understanding Generalization in Recurrent Neural Networks. ICLR 2020 - [c361]Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao:
Learning with Bounded Instance and Label-dependent Label Noise. ICML 2020: 1789-1799 - [c360]Jiaxian Guo, Mingming Gong, Tongliang Liu, Kun Zhang, Dacheng Tao:
LTF: A Label Transformation Framework for Correcting Label Shift. ICML 2020: 3843-3853 - [c359]Zhen Wang, Liu Liu, Dacheng Tao:
Deep Streaming Label Learning. ICML 2020: 9963-9972 - [c358]Xiyu Yu, Tongliang Liu, Mingming Gong, Kun Zhang, Kayhan Batmanghelich, Dacheng Tao:
Label-Noise Robust Domain Adaptation. ICML 2020: 10913-10924 - [c357]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]Shengcong Chen, Changxing Ding, Dacheng Tao:
Boundary-Assisted Region Proposal Networks for Nucleus Segmentation. MICCAI (5) 2020: 279-288 - [c355]Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao:
Nighttime Dehazing with a Synthetic Benchmark. ACM Multimedia 2020: 2355-2363 - [c354]Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian:
Deep Multimodal Neural Architecture Search. ACM Multimedia 2020: 3743-3752 - [c353]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]Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao:
Auto Learning Attention. NeurIPS 2020 - [c351]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]Xiaobo Xia,