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Recent studies on pedestrian attribute recognition progress with either explicit or implicit modeling of the co-occurrence among attributes.
Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
Earlier work this paper cites.
Pedestrian attribute recognition at far distance
Y. Deng, L. Ping, C. L. Chen, and X. Tang · 2014
Earlier work this paper cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Earlier work this paper cites.
A richly annotated dataset for pedestrian attribute recognition
Dangwei Li, Zhang Zhang, Xiaotang Chen, Haibin Ling, and Kaiqi Huang · 2016
Earlier work this paper cites.
Video semantic clustering with sparse and incomplete tags
J. Wang, X. Zhu, and S. Gong · 2016
Earlier work this paper cites.
Learning deep features for discriminative localization
Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, and Antonio Torralba · 2016
Earlier work this paper cites.
Generative adversarial models for people attribute recognition in surveillance
Matteo Fabbri, Simone Calderara, and Rita Cucchiara · 2017
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Learning deep context-aware features over body and latent parts for person re-identification
D. Li, X. Chen, Z. Zhang, and K. Huang · 2017
Earlier work this paper cites.
Hydraplus-net: Attentive deep features for pedestrian analysis
Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, and Xiaogang Wang · 2017
Earlier work this paper cites.
Discovering visual concept structure with sparse and incomplete tags
Jingya Wang, Xiatian Zhu, and Shaogang Gong · 2017
Earlier work this paper cites.
mixup: Beyond empirical risk minimization
Hongyi Zhang, Moustapha Cisse, Yann N Dauphin, and David Lopez-Paz · 2017
Earlier work this paper cites.
Multi-label convolutional neural network based pedestrian attribute classification
J. Zhu, S. Liao, Z. Lei, and S. Z. Li · 2017
Cited alongside, same era.
Localization guided learning for pedestrian attribute recognition
Pengze Liu, Xihui Liu, Junjie Yan, and Jing Shao · 2018
Cited alongside, same era.
Deep imbalanced attribute classification using visual attention aggregation
Nikolaos Sarafianos and Ioannis A. Kakadiaris · 2018
Cited alongside, same era.
Out-of-distribution detection using multiple semantic label representations
Gabi Shalev, Yossi Adi, and Joseph Keshet · 2018
Cited alongside, same era.
Additive margin softmax for face verification
F. Wang, J. Cheng, W. Liu, and H. Liu · 2018
Cited alongside, same era.
Pedestrian attribute recognition based on multiple time steps attention
Z. Ji, Z. Hu, E. He, J. Han, and Y. Pang · 2020
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Relation-aware pedestrian attribute recognition with graph convolutional networks
Z. Tan, Y. Yang, J. Wan, G. Guo, and S. Z. Li · 2020
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Spatial and semantic consistency regularizations for pedestrian attribute recognition
Jian Jia, Xiaotang Chen, and Kaiqi Huang · 2021
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Jian Jia, Houjing Huang, Xiaotang Chen, and Kaiqi Huang · 2021
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Magface: A universal representation for face recognition and quality assessment
Qiang Meng, Shichao Zhao, Zhida Huang, and Feng Zhou · 2021
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A temporal attentive approach for video-based pedestrian attribute recognition
Zhiyuan Chen, Annan Li, and Yunhong Wang · 2019
Cited alongside, same era.
Pedestrian attribute recognition via hierarchical multi-task learning and relationship attention
Lian Gao, Di Huang, Yuanfang Guo, and Yunhong Wang · 2019
Cited alongside, same era.
Improving pedestrian attribute recognition with weakly-supervised multi-scale attribute-specific localization
C. Tang, L. Sheng, Z. X. Zhang, and X. Hu · 2019
Cited alongside, same era.
Correlation graph convolutional network for pedestrian attribute recognition
H. Fan, H. M. Hu, S. Liu, W. Lu, and S. Pu · 2020
Cited alongside, same era.
Visual attention consistency under image transforms for multi-label image classification
H. Guo, K. Zheng, X. Fan, H. Yu, and S. Wang · 2020
Cited alongside, same era.
Learning disentangled attribute representations for robust pedestrian attribute recognition
Jian Jia, Naiyu Gao, Fei He, Xiaotang Chen, and Kaiqi Huang · 2022
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Label2label: A language modeling framework formulti-attribute learning
Wanhua Li, Zhexuan Cao, Jianjiang Feng, Jie Zhou, and Jiwen Lu · 2022
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A convnet for the 2020s
Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, and Saining Xie · 2022
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Upar: Unified pedestrian attribute recognition and person retrieval
Andreas Specker, Mickael Cormier, and Jürgen Beyerer · 2022
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Rethinking reconstruction autoencoder-based out-of-distribution detection
Y. Zhou · 2022
Later among the works it cites.