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Visual Dialog is a multimodal task of answering a sequence of questions grounded in an image, using the conversation history as context.
Clevr-ref+: Diagnosing visual reasoning with referring expressions
Runtao Liu, Chenxi Liu, Yutong Bai, and Alan L. Yuille. 2019 · 1901
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Clevr: A diagnostic dataset for compositional language and elementary visual reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C Lawrence Zitnick, and Ross Girshick. 2017 · 1997
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Supervised noun phrase coreference research: The first fifteen years
Vincent Ng. 2010 · 2010
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From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions
Peter Hodosh, Alice Young, Micah Lai, and Julia Hockenmaier. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
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What are you talking about? text-to-image coreference
Chen Kong, Dahua Lin, Mohit Bansal, Raquel Urtasun, and Sanja Fidler. 2014 · 2014
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Microsoft COCO: Common Objects in Context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick. 2014 · 2014
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Linking people with ”their” names using coreference resolution
V. Ramanathan, A. Joulin, P. Liang, and L. Fei-Fei. 2014 · 2014
Cited alongside, same era.
Vqa: Visual question answering
Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, and Devi Parikh. 2015 · 2015
Cited alongside, same era.
Deep reinforcement learning for mention-ranking coreference models
Kevin Clark and Christopher D. Manning. 2016a · 2016
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
Cited alongside, same era.
Learning global features for coreference resolution
Sam Wiseman, Alexander M. Rush, and Stuart M. Shieber. 2016 · 2016
Cited alongside, same era.
Learning to reason: End-to-end module networks for visual question answering
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, and Kate Saenko. 2017 · 2017
End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke Zettlemoyer. 2017 · 2017
Later among the works it cites.
Generating descriptions with grounded and co-referenced people
Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, and Bernt Schiele. 2017 · 2017
Later among the works it cites.
Visual reference resolution using attention memory for visual dialog
Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, and Leonid Sigal. 2017 · 2017
Later among the works it cites.
Guesswhat?! visual object discovery through multi-modal dialogue
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, and Aaron C. Courville. 2017 · 2017
Later among the works it cites.
Visual coreference resolution in visual dialog using neural module networks
Satwik Kottur, Jose M. F. Moura, Devi Parikh, Dhruv Batra, and Marcus Rohrbach. 2018 · 2018
Later among the works it cites.
Referring relationships
Ranjay Krishna, Ines Chami, Michael Bernstein, and Li Fei-Fei. 2018 · 2018
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Cited alongside, same era.
Improving coreference resolution by learning entity-level distributed representations
Kevin Clark and Christopher D. Manning. 2016b
Cited in the paper.
Visual Dialog
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M.F. Moura, Devi Parikh, and Dhruv Batra. 2017a
Cited in the paper.
Learning cooperative visual dialog agents with deep reinforcement learning
Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, and Dhruv Batra. 2017b
Cited in the paper.
Later among the works it cites.