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Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification

12 December 2021

Papers citing "Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification"

50 / 52 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
HCSC: Hierarchical Contrastive Selective Coding Yuanfan Guo Minghao Xu Jiawen Li Bingbing Ni Xuanyu Zhu Zhenbang Sun Yi Tian Xu 65 73 0 01 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 467 7,757 0 11 Nov 2021
Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement Zefan Li Chenxi Liu Alan Yuille Bingbing Ni Wenjun Zhang Wen Gao SSL 43 5 0 10 Jun 2021
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identification Guoqing Zhang Yuying Ge Zhicheng Dong Hao Wang Yuhui Zheng Shengyong Chen 24 70 0 25 May 2021
Learning Multi-Attention Context Graph for Group-Based Re-Identification Yichao Yan Jie Qin Bingbing Ni Jiaxin Chen Li Liu Fan Zhu Weishi Zheng Xiaokang Yang Ling Shao 87 42 0 29 Apr 2021
Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification Xudong Tian Zhizhong Zhang Shaohui Lin Yanyun Qu Yuan Xie Lizhuang Ma 56 112 0 07 Apr 2021
Neural Feature Search for RGB-Infrared Person Re-Identification Yehansen Chen Lin Wan Zhihang Li Qianyan Jing Zongyuan Sun 78 144 0 06 Apr 2021
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 154 1,864 0 05 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning Pengguang Chen Shu Liu Jiaya Jia SSL VLM 61 54 0 01 Apr 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 323 2,347 0 04 Mar 2021
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification Chaoyou Fu Yibo Hu Xiang Wu Hailin Shi Tao Mei Ran He 77 98 0 21 Jan 2021
Understanding the Behaviour of Contrastive Loss Feng Wang Huaping Liu SSL 102 689 0 15 Dec 2020
Unsupervised Pre-training for Person Re-identification Dengpan Fu Dongdong Chen Jianmin Bao Hao Yang Lu Yuan Lei Zhang Houqiang Li Dong Chen 84 142 0 07 Dec 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 253 4,067 0 20 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 77 686 0 18 Nov 2020
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification Mang Ye Jianbing Shen David J. Crandall Ling Shao Jiebo Luo 72 318 0 18 Jul 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 233 4,083 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 371 6,806 0 13 Jun 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 108 1,329 0 20 May 2020
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification Guanán Wang Shuo Yang Huanyu Liu Zhicheng Wang Yang Yang Shuliang Wang Gang Yu Erjin Zhou Jian Sun 60 378 0 18 Mar 2020
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification Changxing Ding Kan Wang Pengfei Wang Dacheng Tao 74 63 0 18 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 486 3,433 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification Guanán Wang Tianzhu Zhang Jian Cheng Jianlong Chang Xu Liang Zeng-Huang Hou 52 303 0 10 Feb 2020
Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye Jianbing Shen Gaojie Lin Tao Xiang Ling Shao Guosheng Lin 101 1,583 0 13 Jan 2020
Attribute-guided Feature Learning Network for Vehicle Re-identification Huibing Wang Jinjia Peng Dongyan Chen Guangqi Jiang Tongtong Zhao Xianping Fu 53 85 0 12 Jan 2020
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks Norman Mu E. D. Cubuk Barret Zoph Justin Gilmer Balaji Lakshminarayanan OOD UQCV 118 1,300 0 05 Dec 2019
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification Seokeon Choi Sumin Lee Youngeun Kim Taekyung Kim Changick Kim 48 241 0 03 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 204 12,085 0 13 Nov 2019
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment Guanán Wang Tianzhu Zhang Jian Cheng Si Liu Yang Yang Zeng-Huang Hou GAN 92 365 0 13 Oct 2019
Interaction-and-Aggregation Network for Person Re-identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen 3DPC 119 341 0 19 Jul 2019
Illumination-Adaptive Person Re-identification Zelong Zeng Zhixiang Wang Zheng Wang Yinqiang Zheng Yung-Yu Chuang Shiníchi Satoh 60 90 0 11 May 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 138 1,176 0 17 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 130 1,700 0 16 Feb 2019
Spectral Feature Transformation for Person Re-identification Chuanchen Luo Yuntao Chen Naiyan Wang Zhaoxiang Zhang 75 124 0 28 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 128 1,085 0 21 Nov 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 63 475 0 05 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 330 2,662 0 20 Aug 2018
Person Re-identification with Deep Similarity-Guided Graph Neural Network Yantao Shen Hongsheng Li Shuai Yi Dapeng Chen Xiaogang Wang 3DH 68 272 0 26 Jul 2018
Human Semantic Parsing for Person Re-identification Mahdi M. Kalayeh Emrah Basaran Muhittin Gokmen Mustafa E. Kamasak M. Shah 59 591 0 31 Mar 2018
Learning Latent Permutations with Gumbel-Sinkhorn Networks Gonzalo E. Mena David Belanger Scott W. Linderman Jasper Snoek 85 272 0 23 Feb 2018
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 90 3,637 0 16 Aug 2017
Beyond triplet loss: a deep quadruplet network for person re-identification Weihua Chen Xiaotang Chen Jianguo Zhang Kaiqi Huang 87 1,140 0 06 Apr 2017
Person Re-Identification by Camera Correlation Aware Feature Augmentation Ying-Cong Chen Xiatian Zhu Weishi Zheng Jianhuang Lai 42 307 0 26 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 80 3,206 0 22 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 339 5,364 0 03 Nov 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 174 2,980 0 30 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 133 3,530 0 28 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015