Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

26 January 2017

Zhedong Zheng

Liang Zheng

Yi Yang

GAN

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Papers citing "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"

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Title
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks S. Wang Yunlong Wang Ruiqi Wu Bingliang Jiao Wenxuan Wang Peng Wang 106 1 0 10 Mar 2025
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 137 0 0 10 Feb 2025
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 115 1 0 06 Sep 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 62 1 0 30 May 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 125 2 0 28 May 2024
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Jintao Sun Zhedong Zheng Gangyi Ding Gangyi Ding 67 8 0 16 Apr 2024
Shape-centered Representation Learning for Visible-Infrared Person Re-identification Shuang Li Jiaxu Leng Ji Gan Mengjingcheng Mo Xinbo Gao 88 2 0 27 Oct 2023
Exploring Part-Informed Visual-Language Learning for Person Re-Identification Y. Lin Cong Liu Yehansen Chen Jinshui Hu Bing Yin Baocai Yin Zengfu Wang 109 7 0 04 Aug 2023
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 98 19 0 13 Jun 2023
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds Zichuan Xu Jiangkai Wu Qiufen Xia Pan Zhou Jiankang Ren Huizhi Liang 77 4 0 12 Aug 2020
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification Changxing Ding Kan Wang Pengfei Wang Dacheng Tao 60 63 0 18 Mar 2020
Learning Disentangled Representation for Robust Person Re-identification Chanho Eom Bumsub Ham OOD DRL 90 91 0 26 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 85 118 0 22 Oct 2019
Deep-Person: Learning Discriminative Deep Features for Person Re-Identification X. Bai Mingkun Yang Tengteng Huang Zhiyong Dou Rui Yu Yongchao Xu 107 246 0 29 Nov 2017
Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification Igor Barros Barbosa Marco Cristani Barbara Caputo Aleksander Rognhaugen T. Theoharis 73 197 0 11 Jan 2017
A Discriminatively Learned CNN Embedding for Person Re-identification Zhedong Zheng Liang Zheng Yi Yang 154 885 0 17 Nov 2016
Deep Transfer Learning for Person Re-identification Mengyue Geng Yaowei Wang Tao Xiang Yonghong Tian 103 307 0 16 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 252 1,949 0 24 Oct 2016
Person Re-identification: Past, Present and Future Liang Zheng Yi Yang Alexander G. Hauptmann 105 1,100 0 10 Oct 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 231 10,646 0 15 Sep 2016
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 63 2,597 0 06 Sep 2016
SIFT Meets CNN: A Decade Survey of Instance Retrieval Liang Zheng Yi Yang Q. Tian 60 696 0 05 Aug 2016
A Siamese Long Short-Term Memory Architecture for Human Re-Identification Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu G. Wang VLM 58 575 0 28 Jul 2016
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior Mrinal Haloi G. Wang 47 795 0 28 Jul 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 70 1,171 0 26 Jul 2016
End-to-End Comparative Attention Networks for Person Re-identification Hao Liu Jiashi Feng Meibin Qi Jianguo Jiang Shuicheng Yan 70 575 0 14 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 140 4,224 0 12 Jun 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 383 8,999 0 10 Jun 2016
Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification Lin Wu Chunhua Shen Anton Van Den Hengel 48 209 0 06 Jun 2016
Semi-Supervised Learning with Generative Adversarial Networks Augustus Odena GAN 43 681 0 05 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 340 18,300 0 27 May 2016
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition Xiao-Chang Liu Jiang Wang Shilei Wen Errui Ding Yuanqing Lin 20 77 0 20 May 2016
Deep Attributes Driven Multi-Camera Person Re-identification Chi Su Shiliang Zhang Junliang Xing Wen Gao Q. Tian CVBM 60 407 0 11 May 2016
An Enhanced Deep Feature Representation for Person Re-identification Shangxuan Wu Ying-Cong Chen Xiang Li Ancong Wu Jinjie You Weishi Zheng 69 269 0 26 Apr 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 48 5,277 0 25 Apr 2016
Person Re-identification in the Wild Liang Zheng Hengheng Zhang Shaoyan Sun Manmohan Chandraker Yi Yang Q. Tian 31 682 0 09 Apr 2016
Learning a Discriminative Null Space for Person Re-identification Li Zhang Tao Xiang S. Gong 40 653 0 07 Mar 2016
PersonNet: Person Re-identification with Deep Convolutional Neural Networks Lin Wu Chunhua Shen Anton Van Den Hengel 41 222 0 27 Jan 2016
Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification E. Ustinova Yaroslav Ganin Victor Lempitsky 47 172 0 16 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 497 27,231 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 67 1,369 0 09 Jul 2015
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation George Papandreou Liang-Chieh Chen Kevin Patrick Murphy Alan Yuille SSeg 92 916 0 09 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 902 149,474 0 22 Dec 2014
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 262 2,947 0 15 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014
Deep Metric Learning for Practical Person Re-Identification Dong Yi Zhen Lei Stan Z. Li 54 169 0 18 Jul 2014
Part-based R-CNNs for Fine-grained Category Detection Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 94 1,223 0 15 Jul 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 385 7,650 0 03 Jul 2012