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Supervised person re-identification (re-id) approaches require a large amount of pairwise manual labeled data, which is not applicable in most real-world scenarios for re-id deployment.
A density-based algorithm for discovering clusters in large spatial databases with noise
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Early active learning via robust representation and structured sparsity
Feiping Nie, Hua Wang, Heng Huang, and Chris Ding · 2013
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Person re-identification
Shaogang Gong, Marco Cristani, Shuicheng Yan, and Chen Change Loy · 2014
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Deepreid: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Tong Xiao, and Xiaogang Wang · 2014
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Semi-supervised coupled dictionary learning for person re-identification
Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou, Chun Chen, and Jiajun Bu · 2014
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Clustering by fast search and find of density peaks
Alex Rodriguez and Alessandro Laio · 2014
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Active image pair selection for continuous person re-identification
Abir Das, Rameswar Panda, and Amit Roy-Chowdhury · 2015
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Distilling the knowledge in a neural network
Geoffrey Hinton, Oriol Vinyals, and Jeff Dean · 2015
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Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, and Qi Tian · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Temporal model adaptation for person re-identification
Niki Martinel, Abir Das, Christian Micheloni, and Amit K Roy-Chowdhury · 2016
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Unsupervised cross-dataset transfer learning for person re-identification
Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong, Tiejun Huang, and Yonghong Tian · 2016
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Performance measures and a data set for multi-target, multi-camera tracking
Ergys Ristani, Francesco Solera, Roger Zou, Rita Cucchiara, and Carlo Tomasi · 2016
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One-shot metric learning for person re-identification
Slawomir Bak and Peter Carr · 2017
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Early active learning with pairwise constraint for person re-identification
Wenhe Liu, Xiaojun Chang, Ling Chen, and Yi Yang · 2017
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Joint detection and identification feature learning for person search
Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, and Xiaogang Wang · 2017
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Unlabeled samples generated by gan improve the person re-identification baseline in vitro
Zhedong Zheng, Liang Zheng, and Yi Yang · 2017
Cited alongside, same era.
Deep association learning for unsupervised video person re-identification
Yanbei Chen, Xiatian Zhu, and Shaogang Gong · 2018
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Image-image domain adaptation with preserved self-similarity and domain-dissimilarity for person re-identification
Sbsgan: Suppression of inter-domain background shift for person re-identification
Yan Huang, Qiang Wu, JingSong Xu, and Yi Zhong · 2019
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Unsupervised tracklet person re-identification
Minxian Li, Xiatian Zhu, and Shaogang Gong · 2019
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A bottom-up clustering approach to unsupervised person re-identification
Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, and Yi Yang · 2019
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Deep reinforcement active learning for human-in-the-loop person re-identification
Zimo Liu, Jingya Wang, Shaogang Gong, Huchuan Lu, and Dacheng Tao · 2019
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Self-training with progressive augmentation for unsupervised cross-domain person re-identification
Xinyu Zhang, Jiewei Cao, Chunhua Shen, and Mingyu You · 2019
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Invariance matters: Exemplar memory for domain adaptive person re-identification
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Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, and Jianbin Jiao · 2018
Cited alongside, same era.
Unsupervised person re-identification: Clustering and fine-tuning
Hehe Fan, Liang Zheng, Chenggang Yan, and Yi Yang · 2018
Cited alongside, same era.
Unsupervised person re-identification by deep learning tracklet association
Minxian Li, Xiatian Zhu, and Shaogang Gong · 2018
Cited alongside, same era.
Exploiting transitivity for learning person re-identification models on a budget
Sourya Roy, Sujoy Paul, Neal E Young, and Amit K Roy-Chowdhury · 2018
Cited alongside, same era.
Person transfer gan to bridge domain gap for person re-identification
Longhui Wei, Shiliang Zhang, Wen Gao, and Qi Tian · 2018
Cited alongside, same era.
Robust anchor embedding for unsupervised video person re-identification in the wild
Mang Ye, Xiangyuan Lan, and Pong C Yuen · 2018
Cited alongside, same era.
Generalizing a person retrieval model hetero-and homogeneously
Zhun Zhong, Liang Zheng, Shaozi Li, and Yi Yang · 2018
Cited alongside, same era.
Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, and Yi Yang · 2019
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On deep unsupervised active learning
Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, and Guoren Wang · 2020
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Unsupervised person re-identification via softened similarity learning
Yutian Lin, Lingxi Xie, Yu Wu, Chenggang Yan, and Qi Tian · 2020
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Pair-based uncertainty and diversity promoting early active learning for person re-identification
Wenhe Liu, Xiaojun Chang, Ling Chen, Dinh Phung, Xiaoqin Zhang, Yi Yang, and Alexander G Hauptmann · 2020
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Cgan-tm: A novel domain-to-domain transferring method for person re-identification
Yingzhi Tang, Yang Xi, Nannan Wang, Bin Song, and Xinbo Gao · 2020
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Unsupervised person re-identification via multi-label classification
Dongkai Wang and Shiliang Zhang · 2020
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Asymmetric co-teaching for unsupervised cross-domain person re-identification
Fengxiang Yang, Ke Li, Zhun Zhong, Zhiming Luo, Xing Sun, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, and Shaozi Li · 2020
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Hierarchical clustering with hard-batch triplet loss for person re-identification
Kaiwei Zeng, Munan Ning, Yaohua Wang, and Yang Guo · 2020
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Ad-cluster: Augmented discriminative clustering for domain adaptive person re-identification
Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen, Rongrong Ji, and Yonghong Tian · 2020
Later among the works it cites.