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Unsupervised Pre-training for Person Re-identification
v1v2 (latest)

Unsupervised Pre-training for Person Re-identification

7 December 2020
Dengpan Fu
Dongdong Chen
Jianmin Bao
Hao Yang
Lu Yuan
Lei Zhang
Houqiang Li
Dong Chen
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Pre-training for Person Re-identification"

50 / 88 papers shown
DynaMix: Generalizable Person Re-identification via Dynamic Relabeling and Mixed Data Sampling
DynaMix: Generalizable Person Re-identification via Dynamic Relabeling and Mixed Data SamplingNeurocomputing (Neurocomputing), 2025
Timur Mamedov
Anton Konushin
Vadim Konushin
230
2
0
24 Nov 2025
One-Shot Knowledge Transfer for Scalable Person Re-Identification
One-Shot Knowledge Transfer for Scalable Person Re-Identification
Longhua Li
Lei Qi
Xin Geng
183
3
0
08 Nov 2025
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
Feng He
Guodong Tan
Qiankun Li
Jun Yu
Quan Wen
153
0
0
26 Oct 2025
GRAP-MOT: Unsupervised Graph-based Position Weighted Person Multi-camera Multi-object Tracking in a Highly Congested Space
GRAP-MOT: Unsupervised Graph-based Position Weighted Person Multi-camera Multi-object Tracking in a Highly Congested Space
Marek Socha
M. Marczyk
Aleksander Kempski
M. Cogiel
P. Foszner
Radosław Zawiski
M. Staniszewski
VOT
275
0
0
24 Oct 2025
A review of Recent Techniques for Person Re-Identification
A review of Recent Techniques for Person Re-IdentificationMachine Vision and Applications (MVA), 2024
Andrea Asperti
Salvatore Fiorilla
Simone Nardi
Lorenzo Orsini
282
10
0
19 Sep 2025
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
Tianlu Zheng
Yifan Zhang
Xiang An
Ziyong Feng
Kaicheng Yang
Qichuan Ding
VLM
180
3
0
11 Sep 2025
NOOUGAT: Towards Unified Online and Offline Multi-Object Tracking
NOOUGAT: Towards Unified Online and Offline Multi-Object Tracking
Benjamin Missaoui
Orcun Cetintas
Guillem Brasó
Tim Meinhardt
Laura Leal-Taixé
VOT
391
2
0
02 Sep 2025
Dynamic Pattern Alignment Learning for Pretraining Lightweight Human-Centric Vision Models
Dynamic Pattern Alignment Learning for Pretraining Lightweight Human-Centric Vision Models
Xuanhan Wang
Huimin Deng
Ke Liu
Jun Wang
Lianli Gao
Jingkuan Song
213
0
0
10 Aug 2025
Attribute Guidance With Inherent Pseudo-label For Occluded Person Re-identification
Attribute Guidance With Inherent Pseudo-label For Occluded Person Re-identification
Rui Zhi
Zhen Yang
Haiyang Zhang
220
0
0
07 Aug 2025
DSKC: Domain Style Modeling with Adaptive Knowledge Consolidation for Exemplar-free Lifelong Person Re-Identification
DSKC: Domain Style Modeling with Adaptive Knowledge Consolidation for Exemplar-free Lifelong Person Re-Identification
Shiben Liu
Mingyue Xu
Huijie Fan
Qiang Wang
Yandong Tang
Zhi Han
CLL
390
0
0
05 Aug 2025
The Early Bird Identifies the Worm: You Can't Beat a Head Start in Long-Term Body Re-ID (ECHO-BID)
The Early Bird Identifies the Worm: You Can't Beat a Head Start in Long-Term Body Re-ID (ECHO-BID)
Thomas M. Metz
Matthew Q. Hill
A. O’toole
328
1
0
23 Jul 2025
Evolution of ReID: From Early Methods to LLM Integration
Evolution of ReID: From Early Methods to LLM Integration
Amran Bhuiyan
Mizanur Rahman
Md Tahmid Rahman Laskar
Aijun An
Jimmy Xiangji Huang
VLM
270
0
0
16 Jun 2025
Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints
Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints
Huajian Liu
Yixuan Feng
W. Dong
Kunpeng Fan
Chao Wang
Yongzhuo Gao
367
1
0
11 Jun 2025
Cross-Spectral Body Recognition with Side Information Embedding: Benchmarks on LLCM and Analyzing Range-Induced Occlusions on IJB-MDF
Anirudh Nanduri
Siyuan Huang
Rama Chellappa
199
0
0
10 Jun 2025
Multi-Domain Biometric Recognition using Body Embeddings
Multi-Domain Biometric Recognition using Body EmbeddingsIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025
Anirudh Nanduri
Siyuan Huang
Rama Chellappa
CVBM
400
0
0
13 Mar 2025
Scale-Aware Pre-Training for Human-Centric Visual Perception: Enabling Lightweight and Generalizable Models
Scale-Aware Pre-Training for Human-Centric Visual Perception: Enabling Lightweight and Generalizable Models
Xuanhan Wang
Huimin Deng
Lianli Gao
Jingkuan Song
VLM
299
2
0
11 Mar 2025
Exploring the Camera Bias of Person Re-identification
Exploring the Camera Bias of Person Re-identificationInternational Conference on Learning Representations (ICLR), 2025
Myungseo Song
Jin Woo Park
Jong-Seok Lee
415
2
0
17 Feb 2025
Prompting Continual Person Search
Prompting Continual Person SearchACM Multimedia (MM), 2024
Pengcheng Zhang
Xiaohan Yu
Xiao Bai
Jin Zheng
Xin Ning
CLLVLM
308
4
0
25 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature
  Recognition of Space Terrain
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space TerrainEuropean Conference on Computer Vision (ECCV), 2024
Timothy Chase Jr
Karthik Dantu
337
2
0
07 Oct 2024
Opt-in Camera: Person Identification in Video via UWB Localization and Its Application to Opt-in Systems
Opt-in Camera: Person Identification in Video via UWB Localization and Its Application to Opt-in Systems
Matthew Ishige
Yasuhiro Yoshimura
Ryo Yonetani
308
2
0
30 Sep 2024
Cross-video Identity Correlating for Person Re-identification
  Pre-training
Cross-video Identity Correlating for Person Re-identification Pre-trainingNeural Information Processing Systems (NeurIPS), 2024
Jialong Zuo
Ying Nie
Hanyu Zhou
Huaxin Zhang
Haoyu Wang
Tianyu Guo
Nong Sang
Changxin Gao
278
10
0
27 Sep 2024
Object Re-identification via Spatial-temporal Fusion Networks and Causal
  Identity Matching
Object Re-identification via Spatial-temporal Fusion Networks and Causal Identity Matching
Hye-Geun Kim
Yong-Hyuk Moon
Yeong-Jun Cho
3DPC
309
0
0
10 Aug 2024
PersonViT: Large-scale Self-supervised Vision Transformer for Person
  Re-Identification
PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-IdentificationMachine Vision and Applications (MVA), 2024
Bin Hu
Xinggang Wang
Wenyu Liu
ViT
296
18
0
10 Aug 2024
Privacy-Preserving Adaptive Re-Identification without Image Transfer
Privacy-Preserving Adaptive Re-Identification without Image Transfer
Hamza Rami
Jhony H. Giraldo
Nicolas Winckler
Stéphane Lathuilière
237
0
0
17 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It
Position: Measure Dataset Diversity, Don't Just Claim It
Dora Zhao
Jerone T. A. Andrews
Orestis Papakyriakopoulos
Alice Xiang
330
34
0
11 Jul 2024
Pose-dIVE: Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification
Pose-dIVE: Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification
Ines Hyeonsu Kim
Joungbin Lee
Soowon Son
Woojeong Jin
Kyusun Cho
Junyoung Seo
Byeongwon Lee
Seokju Cho
Jeongyeol Baek
177
2
0
23 Jun 2024
Camera-Invariant Meta-Learning Network for Single-Camera-Training Person
  Re-identification
Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Re-identification
Jiangbo Pei
Zhuqing Jiang
Aidong Men
Haiying Wang
Haiyong Luo
Shiping Wen
3DPC
300
1
0
21 Jun 2024
DenoiseReID: Denoising Model for Representation Learning of Person
  Re-Identification
DenoiseReID: Denoising Model for Representation Learning of Person Re-Identification
Zhengrui Xu
Guan’an Wang
Xiaowen Huang
Jitao Sang
338
0
0
13 Jun 2024
Synthesizing Efficient Data with Diffusion Models for Person
  Re-Identification Pre-Training
Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-TrainingMachine-mediated learning (ML), 2024
Ke Niu
Haiyang Yu
X. Qian
Teng Fu
Bin Li
Xiangyang Xue
350
11
0
10 Jun 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification
Qizao Wang
Xuelin Qian
Bin Li
Xiangyang Xue
435
5
0
30 May 2024
The 8th AI City Challenge
The 8th AI City Challenge
Shuo Wang
D. Anastasiu
Zhenghang Tang
Ming-Ching Chang
Yue Yao
...
Xunlei Wu
S. Pusegaonkar
Yizhou Wang
Sujit Biswas
Rama Chellappa
287
47
0
15 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated
  Images
Multi Positive Contrastive Learning with Pose-Consistent Generated Images
Sho Inayoshi
Aji Resindra Widya
Satoshi Ozaki
Junji Otsuka
Takeshi Ohashi
3DH
390
1
0
04 Apr 2024
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic
  Wild Person Re-Identification
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationInternational Journal of Computer Vision (IJCV), 2024
Lei Zhang
Xiaowei Fu
Fuxiang Huang
Yi Yang
Xinbo Gao
VLM
258
9
0
22 Mar 2024
A Versatile Framework for Multi-scene Person Re-identification
A Versatile Framework for Multi-scene Person Re-identification
Wei-Shi Zheng
Junkai Yan
Yi-Xing Peng
VLM
411
20
0
17 Mar 2024
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID
Jacob Tyo
Zachary Chase Lipton
SSL
321
0
0
12 Feb 2024
Transformer for Object Re-Identification: A Survey
Transformer for Object Re-Identification: A SurveyInternational Journal of Computer Vision (IJCV), 2024
Mang Ye
Shuo Chen
Chenyue Li
Wei-Shi Zheng
David J. Crandall
Bo Du
ViT
502
60
0
13 Jan 2024
Mutual Distillation Learning For Person Re-Identification
Mutual Distillation Learning For Person Re-IdentificationIEEE transactions on multimedia (IEEE TMM), 2024
Huiyuan Fu
Kuilong Cui
Chuanming Wang
Mengshi Qi
Huadong Ma
286
7
0
12 Jan 2024
Hulk: A Universal Knowledge Translator for Human-Centric Tasks
Hulk: A Universal Knowledge Translator for Human-Centric TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yizhou Wang
YiXuan Wu
Weizhen He
Xun Guo
Xun Guo
...
Mengwei He
Rui Zhao
Jian Wu
Tong He
Bin Wang
VLM
775
24
0
04 Dec 2023
PersonMAE: Person Re-Identification Pre-Training with Masked
  AutoEncoders
PersonMAE: Person Re-Identification Pre-Training with Masked AutoEncoders
Hezhen Hu
Xiaoyi Dong
Jianmin Bao
Dongdong Chen
Lu Yuan
Dong Chen
Houqiang Li
319
13
0
08 Nov 2023
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception
HAP: Structure-Aware Masked Image Modeling for Human-Centric PerceptionNeural Information Processing Systems (NeurIPS), 2023
Junkun Yuan
Xinyu Zhang
Hao Zhou
Jian Wang
Zhongwei Qiu
...
Junyu Han
Errui Ding
Lanfen Lin
Leilei Gan
Jingdong Wang
283
34
0
31 Oct 2023
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification
Jiachen Li
Xiaojin Gong
VLM
339
15
0
26 Oct 2023
GraFT: Gradual Fusion Transformer for Multimodal Re-Identification
GraFT: Gradual Fusion Transformer for Multimodal Re-Identification
Haoli Yin
Jiayao Li
Eva Schiller
Luke McDermott
Daniel Cummings
444
10
0
25 Oct 2023
Generalizable Person Search on Open-world User-Generated Video Content
Generalizable Person Search on Open-world User-Generated Video Content
Junjie Li
Guanshuo Wang
Manwen Liao
Fufu Yu
Qiong Jia
Jie Qin
Shouhong Ding
Yunbo Wang
390
3
0
16 Oct 2023
Unified Pre-training with Pseudo Texts for Text-To-Image Person
  Re-identification
Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2023
Zhiyin Shao
Xinyu Zhang
Changxing Ding
Jian Wang
Jingdong Wang
277
42
0
04 Sep 2023
Identity-Seeking Self-Supervised Representation Learning for
  Generalizable Person Re-identification
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2023
Zhaopeng Dou
Zhongdao Wang
Yali Li
Shengjin Wang
303
27
0
17 Aug 2023
Large-scale Fully-Unsupervised Re-Identification
Large-scale Fully-Unsupervised Re-IdentificationIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Gabriel Bertocco
Fernanda A. Andaló
Terrance E. Boult
Anderson de Rezende Rocha
289
1
0
26 Jul 2023
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-IdentificationIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Mahdi Alehdaghi
Arthur Josi
Pourya Shamsolmoali
Rafael M. O. Cruz
Mohammadhadi Shateri
GAN
519
18
0
06 Jul 2023
Generalizable Metric Network for Cross-domain Person Re-identification
Generalizable Metric Network for Cross-domain Person Re-identification
Lei Qi
Ziang Liu
Yinghuan Shi
Xin Geng
OOD
344
9
0
21 Jun 2023
Population-Based Evolutionary Gaming for Unsupervised Person
  Re-identification
Population-Based Evolutionary Gaming for Unsupervised Person Re-identificationInternational Journal of Computer Vision (IJCV), 2022
Yunpeng Zhai
Peixi Peng
Mengxi Jia
Shiyong Li
Weiqiang Chen
Xuesong Gao
Yonghong Tian
253
19
0
08 Jun 2023
Differentially Private Cross-camera Person Re-identification
Differentially Private Cross-camera Person Re-identification
Lucas Maris
Yuki Matsuda
Keiichi Yasumoto
PICV
249
0
0
05 Jun 2023
12
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