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Multiple Domain Experts Collaborative Learning: Multi-Source Domain Generalization For Person Re-Identification


May 26, 2021
Shijie Yu, Feng Zhu, Dapeng Chen, Rui Zhao, Haobin Chen, Shixiang Tang, Jinguo Zhu, Yu Qiao


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Layerwise Optimization by Gradient Decomposition for Continual Learning


May 17, 2021
Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang

* cvpr2021 

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Neighbourhood-guided Feature Reconstruction for Occluded Person Re-Identification


May 16, 2021
Shijie Yu, Dapeng Chen, Rui Zhao, Haobin Chen, Yu Qiao


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Complementary Relation Contrastive Distillation


Mar 29, 2021
Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Aijun Yang, Mingzhe Rong, Xiaohua Wang

* CVPR2021 Poster 

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Gradient Regularized Contrastive Learning for Continual Domain Adaptation


Mar 23, 2021
Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang

* Accepted by AAAI2021 (poster). arXiv admin note: text overlap with arXiv:2007.12942 

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Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks


Oct 02, 2020
Kun Yuan, Quanquan Li, Dapeng Chen, Aojun Zhou, Junjie Yan

* 13 pages, 3 figures, 6 tables 

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Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID


Aug 24, 2020
Yixiao Ge, Shijie Yu, Dapeng Chen

* 2nd place solution to VisDA-2020 Challenge (ECCVW). Code&Models are available at https://github.com/yxgeee/VisDA-ECCV20 

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Continual Representation Learning for Biometric Identification


Jun 28, 2020
Bo Zhao, Shixiang Tang, Dapeng Chen, Hakan Bilen, Rui Zhao


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Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID


Jun 04, 2020
Yixiao Ge, Dapeng Chen, Feng Zhu, Rui Zhao, Hongsheng Li


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COCAS: A Large-Scale Clothes Changing Person Dataset for Re-identification


May 16, 2020
Shijie Yu, Shihua Li, Dapeng Chen, Rui Zhao, Junjie Yan, Yu Qiao

* Accepted by CVPR2020 

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Learning to Cluster Faces via Confidence and Connectivity Estimation


Apr 03, 2020
Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

* 8 pages, 6 figures, CVPR 2020 

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Adapting Object Detectors with Conditional Domain Normalization


Mar 16, 2020
Peng Su, Kun Wang, Xingyu Zeng, Shixiang Tang, Dapeng Chen, Di Qiu, Xiaogang Wang


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Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification


Jan 30, 2020
Yixiao Ge, Dapeng Chen, Hongsheng Li

* Accepted in International Conference on Learning Representations (ICLR 2020) 

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Memory-Based Neighbourhood Embedding for Visual Recognition


Aug 14, 2019
Suichan Li, Dapeng Chen, Bin Liu, Nenghai Yu, Rui Zhao

* Accepted by ICCV2019 for oral presentation 

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Learning to Cluster Faces on an Affinity Graph


May 05, 2019
Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin

* 8 pages, 8 figures, CVPR 2019 

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Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association


Aug 05, 2018
Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Zejian Yuan, Xiaogang Wang

* ECCV 

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Deep Group-shuffling Random Walk for Person Re-identification


Jul 30, 2018
Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang

* CVPR 2018 poster 

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Person Re-identification with Deep Similarity-Guided Graph Neural Network


Jul 26, 2018
Yantao Shen, Hongsheng Li, Shuai Yi, Dapeng Chen, Xiaogang Wang

* accepted to ECCV 2018 

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Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data


Jul 23, 2018
Xihui Liu, Hongsheng Li, Jing Shao, Dapeng Chen, Xiaogang Wang

* Accepted by ECCV 2018 

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Long-term Multi-granularity Deep Framework for Driver Drowsiness Detection


Jan 08, 2018
Jie Lyu, Zejian Yuan, Dapeng Chen


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Learning Fixation Point Strategy for Object Detection and Classification


Dec 19, 2017
Jie Lyu, Zejian Yuan, Dapeng Chen


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Weighted Motion Averaging for the Registration of Multi-View Range Scans


Apr 09, 2017
Rui Guo, Jihua Zhu, Yaochen Li, Dapeng Chen, Zhongyu Li, Yongqin Zhang

* 9 pages, 6 figures, 2tables 

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