Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification

29 January 2021

Papers citing "Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification"

41 / 41 papers shown

Title
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes X. Cao Y. Zheng Yao Yao Huapeng Qin Xiaoyu Cao Shihui Guo 88 1 0 03 Jan 2025
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Hongsheng Li VLM 44 558 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 52 309 0 04 Jun 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 80 1,225 0 20 Feb 2020
Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye Jianbing Shen Gaojie Lin Tao Xiang Ling Shao Guosheng Lin 81 1,560 0 13 Jan 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 82 557 0 06 Jan 2020
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 23 151 0 03 Dec 2019
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Minghao Chen Hongyang Xue Deng Cai 66 287 0 30 Sep 2019
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Yu-Jhe Li Ci-Siang Lin Yan-Bo Lin Y. Wang OOD 43 187 0 20 Sep 2019
ABD-Net: Attentive but Diverse Person Re-Identification Tianlong Chen Shaojin Ding Jingyi Xie Ye Yuan Wuyang Chen Yang Zhou Ren Zhangyang Wang 73 479 0 03 Aug 2019
Learning to Adapt Invariance in Memory for Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yezhou Yang OOD 18 176 0 01 Aug 2019
Self-training with progressive augmentation for unsupervised cross-domain person re-identification Xinyu Zhang Jiewei Cao Chunhua Shen Mingyu You LRM 52 223 0 31 Jul 2019
Joint Discriminative and Generative Learning for Person Re-identification Zhedong Zheng Xiaodong Yang Zhiding Yu Liang Zheng Yi Yang Jan Kautz GAN 38 748 0 15 Apr 2019
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification Lei Qi Lei Wang Jing Huo Luping Zhou Yinghuan Shi Yang Gao 29 139 0 06 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang OOD 93 562 0 03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 77 444 0 29 Mar 2019
Linkage Based Face Clustering via Graph Convolution Network Zhongdao Wang Liang Zheng Yali Li Shengjin Wang 3DH CVBM GNN 34 176 0 27 Mar 2019
Bag of Tricks and A Strong Baseline for Deep Person Re-identification Hao Luo Youzhi Gu Xingyu Liao Shenqi Lai Wei Jiang BDL 3DPC 130 1,170 0 17 Mar 2019
Unsupervised Person Re-identification by Soft Multilabel Learning Hong-Xing Yu Weishi Zheng Ancong Wu Xiaowei Guo S. Gong Jianhuang Lai SSL 27 248 0 15 Mar 2019
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 49 145 0 14 Aug 2018
Unsupervised Domain Adaptive Re-Identification: Theory and Practice Liangchen Song Cheng Wang Lefei Zhang Bo Du Qian Zhang Chang Huang Xinggang Wang OOD 40 344 0 30 Jul 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 53 758 0 25 Jul 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels Zhilu Zhang M. Sabuncu NoLa 60 2,580 0 20 May 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 77 1,781 0 07 Dec 2017
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 86 1,662 0 23 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 66 901 0 19 Nov 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 74 3,614 0 16 Aug 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 62 571 0 01 May 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 54 3,192 0 22 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 203 4,646 0 17 Feb 2017
Re-ranking Person Re-identification with k-reciprocal Encoding Zhun Zhong Liang Zheng Donglin Cao Shaozi Li 107 1,500 0 29 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 38 1,880 0 26 Jan 2017
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 69 787 0 08 Dec 2016
Person Re-identification: Past, Present and Future Liang Zheng Yi Yang Alexander G. Hauptmann 103 1,100 0 10 Oct 2016
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach Giorgio Patrini A. Rozza A. Menon Richard Nock Zhuang Li NoLa 83 1,447 0 13 Sep 2016
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 63 2,597 0 06 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 300 43,154 0 11 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 189 5,177 0 10 Feb 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 148 2,588 0 10 Dec 2014