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Rethinking Person Re-Identification via Semantic-Based Pretraining

11 October 2021

Papers citing "Rethinking Person Re-Identification via Semantic-Based Pretraining"

42 / 42 papers shown

Title
Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification Zizheng Yang Xin Jin Kecheng Zheng Feng Zhao SSL 72 22 0 01 Dec 2021
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Haowen Luo Pichao Wang Yi Tian Xu Feng Ding Yanxin Zhou Fan Wang Hao Li Rong Jin ViT 70 62 0 23 Nov 2021
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification Suncheng Xiang Xiaobo Li Mengyuan Guan Binghai Yan Guanjie You Ting Liu Yuzhuo Fu AI4TS 79 33 0 22 Sep 2021
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer Boseung Jeong Jicheol Park Suha Kwak 128 22 0 10 Aug 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Zechen Bai Zhigang Wang Jian Wang Diangang Hu Errui Ding 156 79 0 27 Apr 2021
Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification Suncheng Xiang Yuzhuo Fu Mengyuan Guan Ting Liu 74 22 0 06 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 996 29,871 0 26 Feb 2021
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
Taking A Closer Look at Synthesis: Fine-grained Attribute Analysis for Person Re-Identification Suncheng Xiang Yuzhuo Fu Guanjie You Ting Liu 24 14 0 15 Oct 2020
Eigen-CAM: Class Activation Map using Principal Components Mohammed Bany Muhammad M. Yeasin 72 345 0 01 Aug 2020
VirTex: Learning Visual Representations from Textual Annotations Karan Desai Justin Johnson SSL VLM 165 436 0 11 Jun 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 105 860 0 25 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 553 42,639 0 03 Dec 2019
Relation Network for Person Re-identification Hyunjong Park Bumsub Ham 55 127 0 21 Nov 2019
Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification Kaiwei Zeng 97 256 0 27 Oct 2019
Semantic-Aware Scene Recognition Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Álvaro García-Martín 65 105 0 05 Sep 2019
Mixed High-Order Attention Network for Person Re-Identification Binghui Chen Weihong Deng Jiani Hu CVBM 59 357 0 16 Aug 2019
Lookahead Optimizer: k steps forward, 1 step back Michael Ruogu Zhang James Lucas Geoffrey E. Hinton Jimmy Ba ODL 159 732 0 19 Jul 2019
Joint Discriminative and Generative Learning for Person Re-identification Zhedong Zheng Xiaodong Yang Zhiding Yu Liang Zheng Yi Yang Jan Kautz GAN 62 751 0 15 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 154 1,178 0 17 Mar 2019
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 132 1,087 0 21 Nov 2018
Re-Identification with Consistent Attentive Siamese Networks Meng Zheng Srikrishna Karanam Ziyan Wu Richard J. Radke 59 228 0 19 Nov 2018
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification Yixiao Ge Zhuowan Li Haiyu Zhao Guojun Yin Shuai Yi Xiaogang Wang Hongsheng Li 88 332 0 06 Oct 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 82 766 0 25 Jul 2018
Resource Aware Person Re-identification across Multiple Resolutions Yan Wang Lequn Wang Yurong You Xu Zou Vincent Chen Serena Li Gao Huang Bharath Hariharan Kilian Q. Weinberger 58 247 0 22 May 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels Zhilu Zhang M. Sabuncu NoLa 85 2,615 0 20 May 2018
Pose-Normalized Image Generation for Person Re-identification Xuelin Qian Yanwei Fu Tao Xiang Wenxuan Wang Jie Qiu Yang Wu Yu-Gang Jiang Xiangyang Xue GAN 77 443 0 06 Dec 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 145 2,178 0 26 Nov 2017
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 112 1,670 0 23 Nov 2017
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 91 903 0 19 Nov 2017
Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification Qiqi Xiao Haowen Luo Chi Zhang 66 148 0 02 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 111 3,212 0 22 Mar 2017
Improving Person Re-identification by Attribute and Identity Learning Yutian Lin Liang Zheng Zhedong Zheng Yu Wu Zhilan Hu Chenggang Yan Yi Yang 183 824 0 21 Mar 2017
SVDNet for Pedestrian Retrieval Yifan Sun Liang Zheng Weijian Deng Shengjin Wang 94 770 0 16 Mar 2017
Re-ranking Person Re-identification with k-reciprocal Encoding Zhun Zhong Liang Zheng Donglin Cao Shaozi Li 136 1,505 0 29 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 91 1,888 0 26 Jan 2017
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 91 2,617 0 06 Sep 2016
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior Mrinal Haloi G. Wang 81 796 0 28 Jul 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 752 37,895 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,832 0 01 May 2014