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In recent years, vision-language research has shifted to study tasks which require more complex reasoning, such as interactive question answering, visual common sense reasoning, and question-answer plausibility prediction.
Least squares quantization in pcm
Stuart Lloyd. 1982 · 1982
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun. 2016 · 2016
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Embodied Question Answering
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, and Dhruv Batra. 2018 · 2018
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Iqa: Visual question answering in interactive environments
D. Gordon, A. Kembhavi, M. Rastegari, J. Redmon, D. Fox, and A. Farhadi. 2018 · 2018
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Vizwiz grand challenge: Answering visual questions from blind people
Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P. Bigham. 2018 · 2018
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Learning design semantics for mobile apps
Thomas F. Liu, Mark Craft, Jason Situ, Ersin Yumer, Radomir Mech, and Ranjitha Kumar. 2018 · 2018
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Visual dialogue without vision or dialogue
Daniela Massiceti, Puneet K. Dokania, N. Siddharth, and Philip H. S. Torr. 2018 · 2018
Cited alongside, same era.
Raven: A dataset for relational and analogical visual reasoning
Chi Zhang, Feng Gao, Baoxiong Jia, Yixin Zhu, and Song-Chun Zhu. 2019 · 2019
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Determining question-answer plausibility in crowdsourced datasets using multi-task learning
Rachel Gardner, Maya Varma, Clare Zhu, and R. Krishna. 2020 · 2020
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Mapping natural language instructions to mobile UI action sequences
Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, and Jason Baldridge. 2020 · 2020
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ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks
Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, and Dieter Fox. 2020 · 2020
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Take the scenic route: Improving generalization in vision-and-language navigation
Felix Yu, Zhiwei Deng, Karthik Narasimhan, and Olga Russakovsky. 2020 · 2020
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Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, and Percy Liang. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Screen2vec: Semantic embedding of gui screens and gui components
Toby Jia-Jun Li, Lindsay Popowski, Tom M. Mitchell, and Brad A. Myers. 2021 · 2021
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