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Question-Conditioned Counterfactual Image Generation for VQA

Nov 14, 2019
Jingjing Pan, Yash Goyal, Stefan Lee

* Accepted by the VQA Workshop at CVPR 2019 

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Explaining Classifiers with Causal Concept Effect (CaCE)

Jul 16, 2019
Yash Goyal, Uri Shalit, Been Kim


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Counterfactual Visual Explanations

Apr 16, 2019
Yash Goyal, Ziyan Wu, Jan Ernst, Dhruv Batra, Devi Parikh, Stefan Lee


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Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

May 15, 2017
Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh


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CloudCV: Large Scale Distributed Computer Vision as a Cloud Service

Feb 13, 2017
Harsh Agrawal, Clint Solomon Mathialagan, Yash Goyal, Neelima Chavali, Prakriti Banik, Akrit Mohapatra, Ahmed Osman, Dhruv Batra


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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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Towards Transparent AI Systems: Interpreting Visual Question Answering Models

Sep 09, 2016
Yash Goyal, Akrit Mohapatra, Devi Parikh, Dhruv Batra


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Yin and Yang: Balancing and Answering Binary Visual Questions

Apr 19, 2016
Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh


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