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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
236
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
184
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
160
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
278
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
285
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
395
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
218
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
230
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
399
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
335
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
287
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
388
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
200
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
409
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
308
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
418
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
311
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
345
4
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
332
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
282
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
311
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
300
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
239
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
336
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
178
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
306
2
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
356
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
356
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
447
6
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
289
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
398
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
260
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
418
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
325
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
515
62
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
294
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
789
25
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
329
14
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
289
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
349
16
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
447
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
403
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
282
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
309
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
293
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
540
20
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
353
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
270
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
261
0
0
05 Jun 2023
12
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