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Humans are undoubtedly the most important participants in computer vision, and the ability to detect any individual given a natural language description, a task we define as referring to any person, holds substantial practical value.
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Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, and Tamara Berg · 2014
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Microsoft COCO: common objects in context
Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick · 2014
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Alexander Toshev and Christian Szegedy · 2014
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Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan L. Yuille, and Kevin Murphy · 2016
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Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, and Tamara L. Berg · 2016
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Weihua Chen, Xiaotang Chen, Jianguo Zhang, and Kaiqi Huang · 2017
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Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A Shamma, et al · 2017
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Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, and Tamara L Berg · 2018
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Riza Alp Guler and Iasonas Kokkinos · 2019
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Agrim Gupta, Piotr Dollar, and Ross Girshick · 2019
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Runtao Liu, Chenxi Liu, Yutong Bai, and Alan L Yuille · 2019
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Shuai Shao, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu, Xiangyu Zhang, Jing Li, and Jian Sun · 2019
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Sibei Yang, Guanbin Li, and Yizhou Yu · 2019
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Chao Zhang, Weiming Li, Wanli Ouyang, Qiang Wang, Woo-Shik Kim, and Sunghoon Hong · 2019
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Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, and Yebin Liu · 2019
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Cops-ref: A new dataset and task on compositional referring expression comprehension
Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K Wong, and Qi Wu · 2020
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Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, and Bo Li · 2020
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Multi-task collaborative network for joint referring expression comprehension and segmentation
Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, and Rongrong Ji · 2020
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Pravesh Agrawal, Szymon Antoniak, Emma Bou Hanna, Devendra Chaplot, Jessica Chudnovsky, Saurabh Garg, Theophile Gervet, Soham Ghosh, Amélie Héliou, Paul Jacob, et al · 2024
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Yolo-world: Real-time open-vocabulary object detection
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Chenyun Wu, Zhe Lin, Scott Cohen, Trung Bui, and Subhransu Maji · 2020
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Learning transferable visual models from natural language supervision
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