Learning Invariance from Generated Variance for Unsupervised Person Re-identification

2 January 2023

Hao Chen

Papers citing "Learning Invariance from Generated Variance for Unsupervised Person Re-identification"

50 / 58 papers shown

Title
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen Francois Bremond Nicu Sebe Shiliang Zhang CLL 212 1 0 22 Nov 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 154 3 0 28 May 2024
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification Fengxiang Yang Zhun Zhong Zhiming Luo Yuanzheng Cai Yaojin Lin Shaozi Li N. Sebe NoLa 63 111 0 08 Mar 2021
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva Francois Bremond GAN SSL 81 142 0 16 Dec 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 260 4,076 0 20 Nov 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 120 148 0 30 Jul 2020
Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification Jianing Li Shiliang Zhang 94 140 0 21 Jul 2020
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Yang Zou Xiaodong Yang Zhiding Yu B. Kumar Jan Kautz 99 214 0 20 Jul 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 290 4,103 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 423 6,849 0 13 Jun 2020
Style Normalization and Restitution for Generalizable Person Re-identification Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen Li Zhang OOD 131 333 0 22 May 2020
Unsupervised Person Re-identification via Multi-label Classification Dongkai Wang Shiliang Zhang 81 364 0 20 Apr 2020
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World Zhun Zhong Linchao Zhu Zhiming Luo Shaozi Li Yi Yang N. Sebe VLM CLL 77 117 0 12 Apr 2020
Unsupervised Person Re-identification via Softened Similarity Learning Yutian Lin Lingxi Xie Yu Wu C. Yan Qi Tian 57 256 0 07 Apr 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 514 3,449 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 400 18,913 0 13 Feb 2020
Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye Jianbing Shen Gaojie Lin Tao Xiang Ling Shao Guosheng Lin 115 1,589 0 13 Jan 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 96 558 0 06 Jan 2020
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks Norman Mu E. D. Cubuk Barret Zoph Justin Gilmer Balaji Lakshminarayanan OOD UQCV 138 1,309 0 05 Dec 2019
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 70 447 0 04 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 580 42,677 0 03 Dec 2019
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Fengxiang Yang Ke Li Zhun Zhong Zhiming Luo Xing Sun Hao Cheng Xiao-Wei Guo Feiyue Huang Rongrong Ji Shaozi Li 58 151 0 03 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,146 0 13 Nov 2019
Learning Disentangled Representation for Robust Person Re-identification Chanho Eom Bumsub Ham OOD DRL 107 91 0 26 Oct 2019
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Yu-Jhe Li Ci-Siang Lin Yan-Bo Lin Y. Wang OOD 72 188 0 20 Sep 2019
SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification Y. Huang Qiang Wu Jingsong Xu Yi Zhong GAN 130 86 0 24 Aug 2019
Learning to Adapt Invariance in Memory for Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yezhou Yang OOD 70 179 0 01 Aug 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 629 4,814 0 13 May 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 172 3,035 0 06 May 2019
Joint Discriminative and Generative Learning for Person Re-identification Zhedong Zheng Xiaodong Yang Zhiding Yu Liang Zheng Yi Yang Jan Kautz GAN 67 751 0 15 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang OOD 124 564 0 03 Apr 2019
Unsupervised Person Re-identification by Soft Multilabel Learning Hong-Xing Yu Weishi Zheng Ancong Wu Xiaowei Guo S. Gong Jianhuang Lai SSL 60 252 0 15 Mar 2019
Unsupervised Tracklet Person Re-Identification Minxian Li Xiatian Zhu S. Gong 85 172 0 01 Mar 2019
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification Yixiao Ge Zhuowan Li Haiyu Zhao Guojun Yin Shuai Yi Xiaogang Wang Hongsheng Li 88 333 0 06 Oct 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 77 228 0 08 Sep 2018
Deep Association Learning for Unsupervised Video Person Re-identification Yanbei Chen Xiatian Zhu S. Gong 127 84 0 22 Aug 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 88 188 0 04 Jul 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 185 3,472 0 05 May 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 114 227 0 26 Apr 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 101 571 0 26 Mar 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 228 1,802 0 18 Dec 2017
Pose-Normalized Image Generation for Person Re-identification Xuelin Qian Yanwei Fu Tao Xiang Wenxuan Wang Jie Qiu Yang Wu Yu-Gang Jiang Xiangyang Xue GAN 81 443 0 06 Dec 2017
Camera Style Adaptation for Person Re-identification Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li Yi Yang 84 572 0 28 Nov 2017
Between-class Learning for Image Classification Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 73 205 0 28 Nov 2017
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun Liang Zheng Yi Yang Q. Tian Shengjin Wang 155 2,179 0 26 Nov 2017
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 124 1,670 0 23 Nov 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 318 9,815 0 25 Oct 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 116 3,652 0 16 Aug 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 136 5,555 0 30 Mar 2017
Re-ranking Person Re-identification with k-reciprocal Encoding Zhun Zhong Liang Zheng Donglin Cao Shaozi Li 146 1,505 0 29 Jan 2017