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Image Retrieval from Contextual Descriptions



Benno Krojer , Vaibhav Adlakha , Vibhav Vineet , Yash Goyal , Edoardo Ponti , Siva Reddy

* accepted to ACL 2022 

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Question-Conditioned Counterfactual Image Generation for VQA



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)



Yash Goyal , Uri Shalit , Been Kim


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Counterfactual Visual Explanations



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



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



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



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



Yash Goyal , Akrit Mohapatra , Devi Parikh , Dhruv Batra


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Yin and Yang: Balancing and Answering Binary Visual Questions



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


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