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Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning

Dec 03, 2018
Aishwarya Agrawal, Mateusz Malinowski, Felix Hill, Ali Eslami, Oriol Vinyals, Tejas Kulkarni


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Overcoming Language Priors in Visual Question Answering with Adversarial Regularization

Oct 08, 2018
Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee

* NIPS 2018. 11 pages ( with references ), 4 figures, 2 tables 

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Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Jun 03, 2018
Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi

* 15 pages, 10 figures. To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset

Apr 26, 2017
Aishwarya Agrawal, Aniruddha Kembhavi, Dhruv Batra, Devi Parikh


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VQA: Visual Question Answering

Oct 27, 2016
Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Dhruv Batra, Devi Parikh

* The first three authors contributed equally. International Conference on Computer Vision (ICCV) 2015 

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Analyzing the Behavior of Visual Question Answering Models

Sep 27, 2016
Aishwarya Agrawal, Dhruv Batra, Devi Parikh

* 13 pages, 20 figures; To appear in EMNLP 2016 

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Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes

Sep 26, 2016
Gordon Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra

* *The first two authors contributed equally. Conference on Empirical Methods in Natural Language Processing (EMNLP) 2016 

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Measuring Machine Intelligence Through Visual Question Answering

Aug 31, 2016
C. Lawrence Zitnick, Aishwarya Agrawal, Stanislaw Antol, Margaret Mitchell, Dhruv Batra, Devi Parikh

* AI Magazine, 2016 

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Visual Storytelling

Apr 13, 2016
Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell

* to appear in NAACL 2016 

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