Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification

11 June 2021

Yu Qiao

Papers citing "Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification"

41 / 41 papers shown

Title
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID De-Chun Cheng Lingfeng He N. Wang Dingwen Zhang X. Gao 32 0 0 27 Apr 2025
CLIP-based Camera-Agnostic Feature Learning for Intra-camera Person Re-Identification Xuan Tan Xun Gong Yang Xiang VLM 23 0 0 29 Sep 2024
Feature-Aware Noise Contrastive Learning for Unsupervised Red Panda Re-Identification Jincheng Zhang Qijun Zhao Tie Liu 18 0 0 01 May 2024
Camera-aware Label Refinement for Unsupervised Person Re-identification Pengna Li Kangyi Wu Wenli Huang Sanping Zhou Jinjun Wang 29 0 0 25 Mar 2024
Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification Jiahao Hong Jia-li Zuo Chuchu Han Ruochen Zheng Ming Tian Changxin Gao Nong Sang 34 1 0 01 Mar 2024
Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID Lingfeng He De-Chun Cheng Nannan Wang Xinbo Gao 20 3 0 01 Feb 2024
Transformer for Object Re-Identification: A Survey Mang Ye Shuo Chen Chenyue Li Wei-Shi Zheng David J. Crandall Bo Du ViT 90 13 0 13 Jan 2024
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification Lydia Y. Chen Zheyi Fan Zhaoru Chen Yixuan Zhu 16 8 0 17 Nov 2023
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment Qinghua Lin Zuoyong Li Kun Zeng Haoyi Fan Wei Li Xiaoguang Zhou 18 7 0 09 Nov 2023
A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection Anas Al-Lahham Nurbek Tastan Muhammad Zaigham Zaheer Karthik Nandakumar 16 11 0 26 Oct 2023
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification Jiachen Li Xiaojin Gong VLM 14 3 0 26 Oct 2023
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel Tal Shaharabany Lior Wolf ObjD 24 3 0 07 Sep 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing-Wu Guo Xiaoguang Li Xiaofeng Wang Song Wang VLM 16 28 0 31 Jul 2023
Large-scale Fully-Unsupervised Re-Identification Gabriel Bertocco Fernanda A. Andaló Terrance E. Boult Anderson de Rezende Rocha 28 1 0 26 Jul 2023
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution Hantao Yao Lu Yu Jifei Luo Changsheng Xu 31 0 0 25 May 2023
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement De-Chun Cheng Xiaojian Huang N. Wang Lingfeng He Zhihui Li Xinbo Gao 24 18 0 22 May 2023
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID De-Chun Cheng Lingfeng He N. Wang Shizhou Zhang Zhen Wang Xinbo Gao 20 18 0 22 May 2023
Pseudo Labels Refinement with Intra-camera Similarity for Unsupervised Person Re-identification Peng Li Kangyi Wu Qianxin Huang Jinjun Wang 13 2 0 25 Apr 2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision Li-Na Bao Longhui Wei Xiaoyu Qiu Wen-gang Zhou Houqiang Li Qi Tian SSL 18 5 0 12 Apr 2023
Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification De-Chun Cheng Haichun Tai N. Wang Zhen Wang Xinbo Gao 27 3 0 30 Nov 2022
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification Jiacheng Li Menglin Wang Xiaojin Gong ViT 16 16 0 22 Nov 2022
Confidence-guided Centroids for Unsupervised Person Re-Identification Yunqi Miao Jiankang Deng Guiguang Ding Jungong Han 26 2 0 22 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 21 19 0 07 Nov 2022
Local-Aware Global Attention Network for Person Re-Identification Based on Body and Hand Images N. L. Baisa CVBM 30 3 0 11 Sep 2022
Learning to Purification for Unsupervised Person Re-identification L. Lan Xiao Teng Jing Zhang Xiang Zhang Dacheng Tao 22 42 0 21 Apr 2022
Part-based Pseudo Label Refinement for Unsupervised Person Re-identification Y. Cho Woo Jae Kim Seunghoon Hong Sung-eui Yoon 18 166 0 28 Mar 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 26 10 0 28 Feb 2022
Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends Asma Zahra N. Perwaiz Muhammad Shahzad M. Fraz 109 60 0 26 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 15 12 0 07 Feb 2022
Feature Diversity Learning with Sample Dropout for Unsupervised Domain Adaptive Person Re-identification Chunren Tang Dingyu Xue Dongyue Chen 30 2 0 25 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification Menglin Wang Jiachen Li Baisheng Lai Xiaojin Gong Xiansheng Hua 17 22 0 15 Jan 2022
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 24 7 0 24 Dec 2021
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID Yuhang Wu Tengteng Huang Haotian Yao Chi Zhang Yuanjie Shao Chuchu Han Changxin Gao Nong Sang 14 55 0 22 Dec 2021
Dual Cluster Contrastive learning for Object Re-Identification Hantao Yao Changsheng Xu 17 6 0 09 Dec 2021
Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling Lianjie Jia Chenyang Yu Xiehao Ye Tianyu Yan Yinjie Lei Pingping Zhang 22 0 0 03 Dec 2021
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation Yang Peng Ping Liu Yawei Luo Pan Zhou Zichuan Xu Jingen Liu OOD 18 0 0 28 Nov 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 30 6 0 15 Oct 2021
MGH: Metadata Guided Hypergraph Modeling for Unsupervised Person Re-identification Yiming Wu Xintian Wu Xi Li Jian Tian 35 25 0 12 Oct 2021
Unsupervised Person Re-identification with Stochastic Training Strategy Tianyang Liu Yutian Lin Bo Du 21 35 0 16 Aug 2021
Cluster Contrast for Unsupervised Person Re-Identification Zuozhuo Dai Guangyuan Wang Weihao Yuan Xiaoli Liu Siyu Zhu P. Tan 21 212 0 22 Mar 2021
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 249 1,275 0 06 Mar 2017