Meta Clustering Learning for Large-scale Unsupervised Person Re-identification

Author:

Jin Xin1,He Tianyu2,Shen Xu2,Liu Tongliang3,Wang Xinchao4,Huang Jianqiang2,Chen Zhibo5,Hua Xian-Sheng2

Affiliation:

1. Eastern Institute for Advanced Study, Ningbo, China

2. Alibaba Group, Hangzhou, China

3. The University of Sydney, Sydney, Australia

4. National University of Singapore, Singapore, Singapore

5. University of Science and Technology of China, Hefei, China

Publisher

ACM

Reference79 articles.

1. Yan Bai Jile Jiao Wang Ce Jun Liu Yihang Lou Xuetao Feng and Ling-Yu Duan. 2021. Person30k: A dual-meta generalization network for person re-identification. In CVPR. 2123--2132. Yan Bai Jile Jiao Wang Ce Jun Liu Yihang Lou Xuetao Feng and Ling-Yu Duan. 2021. Person30k: A dual-meta generalization network for person re-identification. In CVPR. 2123--2132.

2. Mathilde Caron , Ishan Misra , Julien Mairal , Priya Goyal , Piotr Bojanowski , and Armand Joulin . 2020. Unsupervised learning of visual features by contrasting cluster assignments. NeurIPS ( 2020 ). Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, and Armand Joulin. 2020. Unsupervised learning of visual features by contrasting cluster assignments. NeurIPS (2020).

3. Hao Chen , Benoit Lagadec , and Francois Bremond . 2021 . ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification. ICCV (2021). Hao Chen, Benoit Lagadec, and Francois Bremond. 2021. ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification. ICCV (2021).

4. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In ICML. PMLR 1597--1607. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In ICML. PMLR 1597--1607.

5. Ting Chen , Simon Kornblith , Kevin Swersky , Mohammad Norouzi , and Geoffrey Hinton . 2020. Big self-supervised models are strong semi-supervised learners. arXiv preprint arXiv:2006.10029 ( 2020 ). Ting Chen, Simon Kornblith, Kevin Swersky, Mohammad Norouzi, and Geoffrey Hinton. 2020. Big self-supervised models are strong semi-supervised learners. arXiv preprint arXiv:2006.10029 (2020).

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dual-Graph Contrastive Learning for Unsupervised Person Reidentification;IEEE Transactions on Cognitive and Developmental Systems;2024-08

2. Unsupervised person Re-identification: A review of recent works;Neurocomputing;2024-03

3. Learning to Purification for Unsupervised Person Re-Identification;IEEE Transactions on Image Processing;2023

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