Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice

9 May 2019

Jieru Jia

Q. Ruan

Timothy M. Hospedales

OOD

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Papers citing "Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice"

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Title
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Xiusheng Xu Lei Qi Jingyang Zhou Xin Geng TTA 136 0 0 03 Jan 2025
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang OOD 108 564 0 03 Apr 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 136 1,172 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
EANet: Enhancing Alignment for Cross-Domain Person Re-identification Houjing Huang Wenjie Yang Xiaotang Chen Xin Zhao Kaiqi Huang Jinbin Lin Guan Huang Dalong Du OOD 69 86 0 29 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales DRL 90 55 0 06 Dec 2018
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Ruijia Xu Guanbin Li Jihan Yang Liang Lin 50 17 0 19 Nov 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 60 762 0 25 Jul 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 53 188 0 04 Jul 2018
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas Aleksander Madry ODL 92 1,537 0 29 May 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks Hyeonseob Nam Hyo-Eun Kim OOD 55 210 0 21 May 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 98 226 0 26 Apr 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 89 570 0 26 Mar 2018
Ring loss: Convex Feature Normalization for Face Recognition Yutong Zheng Dipan K. Pal Marios Savvides CVBM 67 198 0 28 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 171 19,262 0 13 Jan 2018
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 76 901 0 19 Nov 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 91 1,422 0 10 Oct 2017
Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification Hong-Xing Yu Ancong Wu Weishi Zheng 52 331 0 27 Aug 2017
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification Wei Li Xiatian Zhu S. Gong 88 414 0 12 May 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 88 574 0 01 May 2017
Scalable Person Re-identification on Supervised Smoothed Manifold S. Bai X. Bai Q. Tian 61 328 0 24 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,655 0 17 Feb 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 67 1,886 0 26 Jan 2017
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 160 3,701 0 27 Jul 2016
A Multi-task Deep Network for Person Re-identification Weihua Chen Xiaotang Chen Jianguo Zhang Kaiqi Huang CVBM 56 193 0 19 Jul 2016
Deep Attributes Driven Multi-Camera Person Re-identification Chi Su Shiliang Zhang Junliang Xing Wen Gao Q. Tian CVBM 72 408 0 11 May 2016
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification Tong Xiao Hongsheng Li Wanli Ouyang Xiaogang Wang OOD 77 977 0 26 Apr 2016
Learning a Discriminative Null Space for Person Re-identification Li Zhang Tao Xiang S. Gong 53 653 0 07 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Domain Generalization for Object Recognition with Multi-task Autoencoders Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi ViT OOD 67 659 0 31 Aug 2015
Learning to rank in person re-identification with metric ensembles S. Paisitkriangkrai Chunhua Shen Anton Van Den Hengel 72 474 0 05 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 439 43,234 0 11 Feb 2015
Frustratingly Easy Domain Adaptation Hal Daumé 117 1,799 0 10 Jul 2009
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 225 2,355 0 15 May 2008