Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification

16 December 2020

Papers citing "Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification"

47 / 47 papers shown

Title
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification Kunlun Xu Chenghao Jiang Peixi Xiong Yuxin Peng Jiahuan Zhou 64 2 0 12 Dec 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen F. Brémond Nicu Sebe Shiliang Zhang CLL 102 1 0 22 Nov 2024
Pseudo-label Refinement for Improving Self-Supervised Learning Systems Zia-ur-Rehman Arif Mahmood Wenxiong Kang 23 1 0 18 Oct 2024
A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-identification Eugene P. W. Ang Shan Lin Alex C. Kot 35 2 0 11 Oct 2024
Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training Ke Niu Haiyang Yu X. Qian Teng Fu Bin Li Xiangyang Xue 32 2 0 10 Jun 2024
Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching Jiahe Zhao Ruibing Hou Hong Chang Xinqian Gu Bingpeng Ma Shiguang Shan Xilin Chen 32 1 0 15 Apr 2024
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation Jiahao Lu Jiacheng Deng Tianzhu Zhang 52 5 0 22 Mar 2024
Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data Felix Ott Lucas Heublein N. Raichur Tobias Feigl Jonathan Hansen A. Rügamer Christopher Mutschler 19 7 0 09 Feb 2024
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection Chuxin Wang Wenfei Yang Tianzhu Zhang 3DPC 24 5 0 16 Dec 2023
EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes Ziyang Song Ruijie Zhu Chuxin Wang Jiacheng Deng Jianfeng He Tianzhu Zhang MDE 30 0 0 12 Oct 2023
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning Qing Zhu Qirong Mao Jialin Zhang Xiaohua Huang Wenming Zheng 34 2 0 06 Oct 2023
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification Geon Lee Sanghoon Lee Dohyung Kim Y. Shin Yongsang Yoon Bumsub Ham 31 27 0 23 Aug 2023
Watch Where You Head: A View-biased Domain Gap in Gait Recognition and Unsupervised Adaptation Gavriel Habib Noa Barzilay O. Shimshi Rami Ben-Ari N. Darshan CVBM 42 4 0 13 Jul 2023
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty Yuan Zhang Weihua Chen Yichen Lu Tao Huang Xiuyu Sun Jian Cao 52 8 0 04 May 2023
Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning Qiong Wu Jiahan Li Pingyang Dai QiXiang Ye Liujuan Cao Yongjian Wu Rongrong Ji 14 1 0 29 Jan 2023
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning Kanghao Chen Sijia Liu Ruixuan Wang Weishi Zheng KELM CLL 14 0 0 18 Jan 2023
Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation Chunlin Yu Ye-ling Shi Zimo Liu Shenghua Gao Jingya Wang KELM CLL 18 29 0 29 Nov 2022
From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition Likai Wang Ruize Han Wei Feng Song Wang CVBM 21 7 0 21 Nov 2022
Unsupervised domain-adaptive person re-identification with multi-camera constraints S. Takeuchi Fei Li Sho Iwasaki Jiaqi Ning Genta Suzuki 21 1 0 25 Oct 2022
Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li Shengjin Wang 22 15 0 24 Oct 2022
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition Marco Huber Philipp Terhörst Florian Kirchbuchner Naser Damer Arjan Kuijper CVBM 23 11 0 19 Oct 2022
Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Yuanpeng Tu 14 1 0 18 Aug 2022
Plug-and-Play Pseudo Label Correction Network for Unsupervised Person Re-identification Tianyi Yan Kuan Zhu Haiyun Guo Guibo Zhu Ming Tang Jinqiao Wang 25 3 0 14 Jun 2022
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification Jin Ding Xue Zhou 24 5 0 19 May 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 27 11 0 03 Mar 2022
Cross-Modality Earth Mover's Distance for Visible Thermal Person Re-Identification Yongguo Ling Zhun Zhong Donglin Cao Zhiming Luo Yaojin Lin Shaozi Li N. Sebe 22 28 0 03 Mar 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
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification Jian Han Yali Li Shengjin Wang 20 54 0 28 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 17 55 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 23 4 0 19 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 33 36 0 13 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 26 12 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 23 0 0 28 Nov 2021
Calibrated Feature Decomposition for Generalizable Person Re-Identification Kecheng Zheng Jiawei Liu Wei Wu Liang Li Zhengjun Zha 50 6 0 27 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 41 25 0 12 Oct 2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id De-Chun Cheng Jingyu Zhou N. Wang Xinbo Gao 22 59 0 29 Sep 2021
Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification Pengfei Wang Changxing Ding Wentao Tan Mingming Gong K. Jia Dacheng Tao 27 40 0 22 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 29 62 0 07 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Chi Zhang Ling-yu Duan 38 116 0 05 Aug 2021
Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification Kecheng Zheng Cuiling Lan Wenjun Zeng Jiawei Liu Zhizheng Zhang Zhengjun Zha CVBM 34 63 0 31 Jul 2021
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Wen Wang Yang Cao Jing Zhang Fengxiang He Zhengjun Zha Yonggang Wen Dacheng Tao ViT 21 94 0 27 Jul 2021
A One-Shot Texture-Perceiving Generative Adversarial Network for Unsupervised Surface Inspection Li Gu Lin Zhang Zhaokui Wang GAN 11 2 0 12 Jun 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts Yongxing Dai Xiaotong Li Jun Liu Zekun Tong Ling-yu Duan OOD 25 125 0 19 May 2021
Adaptive Domain-Specific Normalization for Generalizable Person Re-Identification Jiawei Liu Zhipeng Huang Kecheng Zheng Dong Liu Xiaoyan Sun Zhengjun Zha OOD 53 0 0 07 May 2021
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 191 497 0 08 Mar 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017