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Text-based person search aims to retrieve the specified person images given a textual description.
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Identity-aware textual-visual matching with latent co-attention
Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, and Xiaogang Wang · 2017
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Person search with natural language description
Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, and Xiaogang Wang · 2017
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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, and Xiaodong He · 2018
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Ying Zhang and Huchuan Lu · 2018
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Nikolaos Sarafianos, Xiang Xu, and Ioannis A Kakadiaris · 2019
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Unsupervised learning of visual features by contrasting cluster assignments
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, and Armand Joulin · 2020
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Improving description-based person re-identification by multi-granularity image-text alignments
Kai Niu, Yan Huang, Wanli Ouyang, and Liang Wang · 2020
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Vitaa: Visual-textual attributes alignment in person search by natural language
Zhe Wang, Zhiyuan Fang, Jun Wang, and Yezhou Yang · 2020
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Lapscore: Language-guided person search via color reasoning
Yushuang Wu, Zizheng Yan, Xiaoguang Han, Guanbin Li, Changqing Zou, and Shuguang Cui · 2021
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Relation-aware aggregation network with auxiliary guidance for text-based person search
Pengpeng Zeng, Shuaiqi Jing, Jingkuan Song, Kaixuan Fan, Xiangpeng Li, Liansuo We, and Yuan Guo · 2021
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Dssl: Deep surroundings-person separation learning for text-based person retrieval
Aichun Zhu, Zijie Wang, Yifeng Li, Xili Wan, Jing Jin, Tian Wang, Fangqiang Hu, and Gang Hua · 2021
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Image-text retrieval: A survey on recent research and development
Min Cao, Shiping Li, Juntao Li, Liqiang Nie, and Min Zhang · 2022
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Tipcb: A simple but effective part-based convolutional baseline for text-based person search
Yuhao Chen, Guoqing Zhang, Yujiang Lu, Zhenxing Wang, and Yuhui Zheng · 2022
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Hierarchical gumbel attention network for text-based person search
Kecheng Zheng, Wu Liu, Jiawei Liu, Zheng-Jun Zha, and Tao Mei · 2020
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Dual-path convolutional image-text embeddings with instance loss
Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, and Yi-Dong Shen · 2020
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Exploring simple siamese representation learning
Xinlei Chen and Kaiming He · 2021
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Semantically self-aligned network for text-to-image part-aware person re-identification
Zefeng Ding, Changxing Ding, Zhiyin Shao, and Dacheng Tao · 2021
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Contextual non-local alignment over full-scale representation for text-based person search
Chenyang Gao, Guanyu Cai, Xinyang Jiang, Feng Zheng, Jun Zhang, Yifei Gong, Pai Peng, Xiaowei Guo, and Xing Sun · 2021
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Text-based person search with limited data
Xiao Han, Sen He, Li Zhang, and Tao Xiang · 2021
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Context-aware graph convolution network for target re-identification
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, and Junjie Yan · 2021
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DiffCSE: Difference-based contrastive learning for sentence embeddings
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Wen-tau Yih, Yoon Kim, and James Glass · 2022
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Equivariant self-supervised learning: Encouraging equivariance in representations
Rumen Dangovski, Li Jing, Charlotte Loh, Seungwook Han, Akash Srivastava, Brian Cheung, Pulkit Agrawal, and Marin Soljacic · 2022
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Asymmetric cross-scale alignment for text-based person search
Zhong Ji, Junhua Hu, Deyin Liu, Lin Yuanbo Wu, and Ye Zhao · 2022
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Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Junnan Li, Dongxu Li, Caiming Xiong, and Steven Hoi · 2022
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Learning semantic-aligned feature representation for text-based person search
Shiping Li, Min Cao, and Min Zhang · 2022
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Cross-modal co-occurrence attributes alignments for person search by language
Kai Niu, Linjiang Huang, Yan Huang, Peng Wang, Liang Wang, and Yanning Zhang · 2022
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Learning granularity-unified representations for text-to-image person re-identification
Zhiyin Shao, Xinyu Zhang, Meng Fang, Zhifeng Lin, Jian Wang, and Changxing Ding · 2022
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See finer, see more: Implicit modality alignment for text-based person retrieval
Xiujun Shu, Wei Wen, Haoqian Wu, Keyu Chen, Yiran Song, Ruizhi Qiao, Bo Ren, and Xiao Wang · 2022
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A simple and robust correlation filtering method for text-based person search
Wei Suo, Mengyang Sun, Kai Niu, Yiqi Gao, Peng Wang, Yanning Zhang, and Qi Wu · 2022
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Improving embedding learning by virtual attribute decoupling for text-based person search
Chengji Wang, Zhiming Luo, Yaojin Lin, and Shaozi Li · 2022
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Pose-guided feature disentangling for occluded person re-identification based on transformer
Tao Wang, Hong Liu, Pinhao Song, Tianyu Guo, and Wei Shi · 2022
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Caibc: Capturing all-round information beyond color for text-based person retrieval
Zijie Wang, Aichun Zhu, Jingyi Xue, Xili Wan, Chao Liu, Tian Wang, and Yifeng Li · 2022
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Clip-driven fine-grained text-image person re-identification
Shuanglin Yan, Neng Dong, Liyan Zhang, and Jinhui Tang · 2022
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Vision-language pre-training with triple contrastive learning
Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, and Junzhou Huang · 2022
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