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"

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Title
Online Unsupervised Domain Adaptation for Person Re-identification Hamza Rami Matthieu Ospici Stéphane Lathuilière OOD 86 11 0 09 May 2022
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets Hehan Teng Tao He Yuchen Guo Guiguang Ding 75 3 0 06 May 2022
Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval Shupeng Su Binjie Zhang Yixiao Ge Xuyuan Xu Yexin Wang Chun Yuan Ying Shan 108 10 0 29 Apr 2022
Learning to Purification for Unsupervised Person Re-identification L. Lan Xiao Teng Jing Zhang Xiang Zhang Dacheng Tao 93 51 0 21 Apr 2022
Unsupervised Manga Character Re-identification via Face-body and Spatial-temporal Associated Clustering Zhimin Zhang Zheng Wang Wei Hu CVBM 78 7 0 10 Apr 2022
A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets Hehan Teng Tao He Yuchen Guo Zhenhua Guo Guiguang Ding VOT 58 3 0 02 Apr 2022
Large-Scale Pre-training for Person Re-identification with Noisy Labels Dengpan Fu Dongdong Chen Hao Yang Jianmin Bao Lu Yuan Lei Zhang Houqiang Li Fang Wen Dong Chen NoLa 104 64 0 30 Mar 2022
Part-based Pseudo Label Refinement for Unsupervised Person Re-identification Y. Cho Woo Jae Kim Seunghoon Hong Sung-eui Yoon 111 183 0 28 Mar 2022
Domain Adaptive Hand Keypoint and Pixel Localization in the Wild Takehiko Ohkawa Yu-Jhe Li Qichen Fu Rosuke Furuta Kris Kitani Yoichi Sato 3DH 132 21 0 16 Mar 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis Yiming Zhang Min Zhang Sai Wu Jiaqi Zhao 64 16 0 14 Mar 2022
Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal Hao Chen Benoit Lagadec Francois Bremond CLL 99 7 0 12 Mar 2022
Annotation Efficient Person Re-Identification with Diverse Cluster-Based Pair Selection Lantian Xue Yixiong Zou Peixi Peng Yonghong Tian Tiejun Huang 74 1 0 10 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Jingyao Wang Jiangmeng Li C. Zheng Fuchun Sun Hui Xiong 53 27 0 08 Mar 2022
PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification Kuan Zhu Haiyun Guo Tianyi Yan Yousong Zhu Jinqiao Wang Ming Tang 119 10 0 08 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 89 10 0 03 Mar 2022
Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification Jiabao Wang Yang Li Xiu-Shen Wei Hang Li Zhuang Miao Rui Zhang 127 10 0 01 Mar 2022
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends Asma Zahra N. Perwaiz Muhammad Shahzad M. Fraz 248 64 0 26 Feb 2022
Debiased Self-Training for Semi-Supervised Learning Baixu Chen Junguang Jiang Ximei Wang Pengfei Wan Jianmin Wang Mingsheng Long 190 102 0 15 Feb 2022
Uncertainty Modeling for Out-of-Distribution Generalization Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 173 196 0 08 Feb 2022
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution Gabriel Bertocco Antônio Theóphilo Fernanda A. Andaló Anderson de Rezende Rocha 113 12 0 07 Feb 2022
Unsupervised Long-Term Person Re-Identification with Clothes Change Mingkun Li Shupeng Cheng Peng Xu Xiatian Zhu Chun-Guang Li Jun Guo OOD 108 3 0 07 Feb 2022
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification He Sun Mingkun Li Chun-Guang Li 96 12 0 28 Jan 2022
Feature Diversity Learning with Sample Dropout for Unsupervised Domain Adaptive Person Re-identification Chunren Tang Dingyu Xue Dongyue Chen 112 2 0 25 Jan 2022
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval Binjie Zhang Yixiao Ge Yantao Shen Yu Li Chun Yuan Xuyuan Xu Yexin Wang Ying Shan VLM 96 8 0 24 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 105 116 0 15 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification Menglin Wang Jiachen Li Baisheng Lai Xiaojin Gong Xiansheng Hua 110 25 0 15 Jan 2022
Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Haopeng Hou 91 2 0 11 Jan 2022
Multi-Level Attention for Unsupervised Person Re-Identification Y. Zheng 3DPC 77 1 0 10 Jan 2022
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification Kai Chen Weihua Chen Tao He Rong Du Fan Wang Xiuyu Sun Yuchen Guo Guiguang Ding 88 9 0 28 Dec 2021
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification Jian Han Yali Li Shengjin Wang 114 59 0 28 Dec 2021
Unsupervised Clustering Active Learning for Person Re-identification W. Gao Minxian Li HAI 78 2 0 26 Dec 2021
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification Fabian Dubourvieux Romaric Audigier Angélique Loesch Samia Ainouz S. Canu 167 8 0 24 Dec 2021
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID Yuhang Wu Tengteng Huang Haotian Yao Fangqiu Yi Yuanjie Shao Chuchu Han Changxin Gao Nong Sang 81 57 0 22 Dec 2021
Camera-aware Style Separation and Contrastive Learning for Unsupervised Person Re-identification Xuekai Li Tengfei Liang Yi Jin Tao Wang Yidong Li 105 5 0 19 Dec 2021
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 123 51 0 16 Dec 2021
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation Zhipeng Huang Zhizheng Zhang Cuiling Lan Wenjun Zeng Peng Chu Quanzeng You Jiang Wang Zicheng Liu Zhengjun Zha CLL 122 37 0 13 Dec 2021
Dual Cluster Contrastive learning for Object Re-Identification Hantao Yao Changsheng Xu 99 6 0 09 Dec 2021
Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification Zizheng Yang Xin Jin Kecheng Zheng Feng Zhao SSL 109 22 0 01 Dec 2021
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Lei Qi Jiaqi Liu Lei Wang Yinghuan Shi Xing-xiao Geng OOD 90 14 0 30 Nov 2021
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation Yang Peng Ping Liu Yawei Luo Pan Zhou Zichuan Xu Jingen Liu OOD 90 0 0 28 Nov 2021
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Haowen Luo Pichao Wang Yi Tian Xu Feng Ding Yanxin Zhou Fan Wang Hao Li Rong Jin ViT 89 69 0 23 Nov 2021
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification Xin Jin Tianyu He Xu Shen Tongliang Liu Xinchao Wang Jianqiang Huang Zhibo Chen Xiansheng Hua 125 12 0 19 Nov 2021
Learning to Disentangle Scenes for Person Re-identification Xianghao Zang Gezhong Li Wei-Nan Gao Xiujun Shu 147 35 0 10 Nov 2021
Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling Yiheng Liu Wen-gang Zhou Qiaokang Xie Houqiang Li 108 6 0 29 Oct 2021
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Jonathan Munro Michael Wray Diane Larlus G. Csurka Dima Damen 100 6 0 25 Oct 2021
Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Fabian Dubourvieux Angélique Loesch Romaric Audigier Samia Ainouz S. Canu 179 6 0 15 Oct 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay C. Kim Jinseo Jeong Sang-chul Moon Gunhee Kim CLL 154 45 0 14 Oct 2021
MGH: Metadata Guided Hypergraph Modeling for Unsupervised Person Re-identification Yiming Wu Xintian Wu Xi Li Jian Tian 150 26 0 12 Oct 2021
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 86 58 0 06 Oct 2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id De Cheng Jingyu Zhou N. Wang Xinbo Gao 117 68 0 29 Sep 2021