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Style Interleaved Learning for Generalizable Person Re-identification

7 July 2022

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Papers citing "Style Interleaved Learning for Generalizable Person Re-identification"

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Title
Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang Zhaoxiang Zhang Zhen Lei Lei Zhang 66 94 0 18 Mar 2023
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification Haowei Zhu Wenjing Ke Dong Li Ji Liu Lu Tian Yi Shan 81 137 0 04 May 2022
NFormer: Robust Person Re-identification with Neighbor Transformer Haochen Wang Jiayi Shen Yongtuo Liu Yan Gao E. Gavves ViT 68 122 0 20 Apr 2022
Implicit Sample Extension for Unsupervised Person Re-Identification Xinyu Zhang Dongdong Li Zhigang Wang Jian Wang Errui Ding Javen Qinfeng Shi Zhaoxi Zhang Jingdong Wang 72 76 0 14 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 94 94 0 04 Apr 2022
Causality Inspired Representation Learning for Domain Generalization Fangrui Lv Jian Liang Shuang Li Bin Zang Chi Harold Liu Ziteng Wang Di Liu CML OOD 96 171 0 27 Mar 2022
Uncertainty Modeling for Out-of-Distribution Generalization Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 80 178 0 08 Feb 2022
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification Lei Qi Lei Wang Yinghuan Shi Xing-xiao Geng 86 23 0 24 Jan 2022
Quality-aware Part Models for Occluded Person Re-identification Pengfei Wang Changxing Ding Zhiyin Shao Zhibin Hong Sheng Zhang Dacheng Tao 108 59 0 01 Jan 2022
Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification Pengfei Wang Changxing Ding Wentao Tan Biwei Huang Kui Jia Dacheng Tao 58 41 0 22 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Seogkyu Jeon Kibeom Hong Pilhyeon Lee Jewook Lee H. Byun OOD 97 79 0 19 Aug 2021
Multigranular Visual-Semantic Embedding for Cloth-Changing Person Re-identification Zan Gao Hongwei Wei Weili Guan Weizhi Nie Meng Liu Meng Wang BDL 47 24 0 10 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 80 116 0 05 Aug 2021
Multiple Domain Experts Collaborative Learning: Multi-Source Domain Generalization For Person Re-Identification Shijie Yu Feng Zhu Dapeng Chen Rui Zhao Haobin Chen Shixiang Tang Jinguo Zhu Yu Qiao OOD 76 15 0 26 May 2021
A Fourier-based Framework for Domain Generalization Qinwei Xu Ruipeng Zhang Ya Zhang Yanfeng Wang Qi Tian OOD 131 439 0 24 May 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts Yongxing Dai Xiaotong Li Jun Liu Zekun Tong Ling-yu Duan OOD 55 128 0 19 May 2021
Open Domain Generalization with Domain-Augmented Meta-Learning Yang Shu Zhangjie Cao Chenyu Wang Jianmin Wang Mingsheng Long OOD 58 165 0 08 Apr 2021
Domain Generalization with MixStyle Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 141 756 0 05 Apr 2021
Domain Generalization via Inference-time Label-Preserving Target Projections Prashant Pandey Mrigank Raman Sumanth Varambally A. Prathosh OOD 75 45 0 01 Mar 2021
Meta Batch-Instance Normalization for Generalizable Person Re-Identification Seokeon Choi Taekyung Kim Minki Jeong Hyoungseob Park Changick Kim OOD 73 135 0 30 Nov 2020
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel Sagie Benaim Lior Wolf 65 89 0 09 Oct 2020
Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss Cheng Yan Guansong Pang Xiao Bai Jun Zhou Lin Gu 86 156 0 22 Sep 2020
Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang Pengfei Wang Changxing Ding Dacheng Tao 54 23 0 21 Sep 2020
Depth image denoising using nuclear norm and learning graph model C. Yan Zhisheng Li Yongbing Zhang Yutao Liu Xiangyang Ji Yongdong Zhang 65 230 0 09 Aug 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 105 101 0 23 Jul 2020
Learning to Generate Novel Domains for Domain Generalization Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 116 455 0 07 Jul 2020
Domain Generalization using Causal Matching Divyat Mahajan Shruti Tople Amit Sharma OOD 89 337 0 12 Jun 2020
Style Normalization and Restitution for Generalizable Person Re-identification Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen Li Zhang OOD 109 332 0 22 May 2020
Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning Guoqing Wang Hu Han Shiguang Shan Xilin Chen CVBM OOD 60 173 0 04 Apr 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
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 118 149 0 26 Feb 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 89 558 0 06 Jan 2020
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 70 226 0 15 Oct 2019
A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification Hao Luo Wei Jiang Youzhi Gu Fuxu Liu Xingyu Liao Shenqi Lai Jianyang Gu 3DPC 83 515 0 19 Jun 2019
Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice Jieru Jia Q. Ruan Timothy M. Hospedales OOD 63 107 0 09 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
Feature-Critic Networks for Heterogeneous Domain Generalization Yiying Li Yongxin Yang Wei Zhou Timothy M. Hospedales OOD 81 254 0 31 Jan 2019
Densely Semantically Aligned Person Re-Identification Zhizheng Zhang Cuiling Lan Wenjun Zeng Zhibo Chen 61 268 0 21 Dec 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 69 763 0 25 Jul 2018
Attention-Aware Compositional Network for Person Re-identification Jing Xu Rui Zhao Feng Zhu Huaming Wang Wanli Ouyang CVBM 79 443 0 09 May 2018
Generalizing Across Domains via Cross-Gradient Training Shiv Shankar Vihari Piratla Soumen Chakrabarti S. Chaudhuri Preethi Jyothi Sunita Sarawagi OOD 71 515 0 28 Apr 2018
Harmonious Attention Network for Person Re-Identification Wei Li Xiatian Zhu S. Gong 53 1,351 0 22 Feb 2018
Camera Style Adaptation for Person Re-identification Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li Yi Yang 62 572 0 28 Nov 2017
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun Liang Zheng Yi Yang Q. Tian Shengjin Wang 137 2,177 0 26 Nov 2017
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 98 1,669 0 23 Nov 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 102 1,421 0 10 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 124 1,446 0 09 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 95 789 0 28 Sep 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 179 4,364 0 20 Mar 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 72 1,887 0 26 Jan 2017