v1v2 (latest)

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

6 January 2020

Yixiao Ge

Dapeng Chen

Hongsheng Li

ArXiv (abs)PDF HTML Github (476★)

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

39 / 239 papers shown

Title
Take More Positives: An Empirical Study of Contrastive Learing in Unsupervised Person Re-Identification Xuanyu He Wei Emma Zhang Ran Song Qian Zhang X. Lan Lin Ma 87 1 0 12 Jan 2021
Learn by Guessing: Multi-Step Pseudo-Label Refinement for Person Re-Identification Tiago de C. G. Pereira Teofilo de Campos 70 2 0 04 Jan 2021
ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification Hongliang Zhang Shoudong Han Xiaofeng Pan Jun Zhao 84 1 0 27 Dec 2020
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 112 80 0 26 Dec 2020
Camera-aware Proxies for Unsupervised Person Re-Identification Menglin Wang Baisheng Lai Jianqiang Huang Xiaojin Gong Xiansheng Hua 135 212 0 19 Dec 2020
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva Francois Bremond GAN SSL 118 147 0 16 Dec 2020
Unsupervised Image Segmentation using Mutual Mean-Teaching Zhichao Wu Lei Guo Hao Zhang Dan Xu 46 0 0 16 Dec 2020
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhengjun Zha 139 173 0 16 Dec 2020
UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification Tianyu Zhang Lingxi Xie Longhui Wei Zijie Zhuang Yongfei Zhang Yue Liu Qi Tian 132 62 0 08 Dec 2020
Unsupervised Pre-training for Person Re-identification Dengpan Fu Dongdong Chen Jianmin Bao Hao Yang Lu Yuan Lei Zhang Houqiang Li Dong Chen 129 151 0 07 Dec 2020
Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training Shuai Zhao Liguang Zhou Wenxiao Wang D. Cai Tin Lun Lam Yangsheng Xu 142 32 0 30 Nov 2020
Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification Hao Chen Benoit Lagadec Francois Bremond 78 36 0 27 Nov 2020
DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations Wenhao Wang Tianran Ouyang Fang Zhao Cuicui Kang Ling Shao 93 27 0 24 Nov 2020
Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric Zechuan Wang Xin Yuan T. Yamasaki Yutian Lin Xin Xu Wenjun Zeng 79 9 0 23 Nov 2020
Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation D. Kothandaraman Athira M. Nambiar Anurag Mittal CLL 63 27 0 03 Nov 2020
Semantics-Guided Clustering with Deep Progressive Learning for Semi-Supervised Person Re-identification Chih-Ting Liu Yu-Jhe Li Shao-Yi Chien Y. Wang 42 3 0 02 Oct 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Hai Ye Qingyu Tan Ruidan He Juntao Li Hwee Tou Ng Lidong Bing VLM 84 7 0 24 Sep 2020
Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Fabian Dubourvieux Romaric Audigier Angélique Loesch Samia Ainouz S. Canu 82 24 0 20 Sep 2020
SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification Junhui Yin Jiayan Qiu Siqing Zhang Zhanyu Ma Jun Guo 77 7 0 13 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 233 242 0 02 Sep 2020
Discriminability Distillation in Group Representation Learning Manyuan Zhang Guanglu Song Hang Zhou Yu Liu FedML 98 18 0 25 Aug 2020
Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID Yixiao Ge Shijie Yu Dapeng Chen 74 5 0 24 Aug 2020
Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets Rui Huang Yuanjie Zheng Zhiqiang Hu Shaoting Zhang Hongsheng Li 99 57 0 17 Aug 2020
Vision Meets Wireless Positioning: Effective Person Re-identification with Recurrent Context Propagation Yiheng Liu Wen-gang Zhou Mao Xi Sanjing Shen Houqiang Li 122 9 0 10 Aug 2020
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation Yanning Zhou Hao Chen Huangjing Lin Pheng-Ann Heng 83 49 0 21 Jul 2020
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Yang Zou Xiaodong Yang Zhiding Yu B. Kumar Jan Kautz 111 218 0 20 Jul 2020
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification Yunpeng Zhai QiXiang Ye Shijian Lu Mengxi Jia Rongrong Ji Yonghong Tian 121 167 0 03 Jul 2020
On Leveraging Unlabeled Data for Concurrent Positive-Unlabeled Classification and Robust Generation Bin Yu Ke Sun He Wang Zhouchen Lin Zhanxing Zhu 62 0 0 14 Jun 2020
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Wenhao Wang Fang Zhao Tianran Ouyang Ling Shao 123 50 0 11 Jun 2020
Peer Collaborative Learning for Online Knowledge Distillation Guile Wu S. Gong FedML 99 138 0 07 Jun 2020
Self-supervising Fine-grained Region Similarities for Large-scale Image Localization Yixiao Ge Haibo Wang Feng Zhu Rui Zhao Hongsheng Li SSL 117 170 0 06 Jun 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Hongsheng Li VLM 202 580 0 04 Jun 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 242 338 0 04 Jun 2020
COCAS: A Large-Scale Clothes Changing Person Dataset for Re-identification Shijie Yu Shihua Li Dapeng Chen Rui Zhao Junjie Yan Yu Qiao 75 87 0 16 May 2020
Unsupervised Person Re-identification via Multi-label Classification Dongkai Wang Shiliang Zhang 106 370 0 20 Apr 2020
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Xiaogang Wang Hongsheng Li 170 54 0 14 Mar 2020
MagnifierNet: Towards Semantic Adversary and Fusion for Person Re-identification Yushi Lan Yuan Liu Maoqing Tian Xinchi Zhou Xuesen Zhang Shuai Yi Hongsheng Li 78 2 0 25 Feb 2020
CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification Guillaume Delorme Yihong Xu Stéphane Lathuilière Radu Horaud Xavier Alameda-Pineda GAN 94 10 0 02 Apr 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 450 4,780 0 17 Feb 2017