Abhishek Das

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Facebook AI Research

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Interests Climate change, computer vision, language, reinforcement learning, reasoning & interpretability.

Papers40 papers

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Feel The Music: Automatically Generating A Dance For An Input Song

Purva Tendulkar,Abhishek Das,Aniruddha Kembhavi,Devi Parikh

ICCC, pp.292-295, (2020)

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Probing Emergent Semantics in Predictive Agents via Question Answering

Das Abhishek, Carnevale Federico, Merzic Hamza,Rimell Laura, Schneider Rosalia, Abramson Josh, Hung Alden,Ahuja Arun,Clark Stephen,Wayne Gregory,Hill Felix

ICML, pp.2376-2391, (2020)

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The Open Catalyst 2020 (OC20) Dataset and Community Challenges

Lowik Chanussot,Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram

Proceedings of the International Conference on Electrocatalysis for Energy Applications and Sustaina..., (2020)

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An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage

C. Lawrence Zitnick, Lowik Chanussot,Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram

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Auxiliary Tasks Speed Up Learning PointGoal Navigation

Joel Ye,Dhruv Batra, Erik Wijmans,Abhishek Das

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IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL

Nirbhay Modhe,Prithvijit Chattopadhyay,Mohit Sharma,Abhishek Das,Devi Parikh,Dhruv Batra,Ramakrishna Vedantam

IJCAI, (2020): 2022-2028

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Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

Murahari Vishvak,Batra Dhruv,Parikh Devi,Das Abhishek

Cited by8Bibtex

Improving Generative Visual Dialog by Answering Diverse Questions

Vishvak Murahari,Prithvijit Chattopadhyay,Dhruv Batra,Devi Parikh,Abhishek Das

EMNLP/IJCNLP (1), pp.1449-1454, (2019)

Cited by3EIBibtex

Enhanced Limited Magnitude Error Correcting Codes for Multilevel Cell Main Memories

Abhishek Das,Alfonso Sanchez-Macian, Francisco Garcia-Herrero,Nur A. Touba,Juan Antonio Maestro

IEEE Transactions on Nanotechnology, (2019): 1023-1026

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Improving Visual Dialog by Learning to Answer Diverse Questions

Vishvak Murahari, Prithvijit Chattopadhyay,Dhruv Batra,Devi Parikh,Abhishek Das

international joint conference on natural language processing, (2019)

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Audio Visual Scene-Aware Dialog

Huda AlAmri,Vincent Cartillier,Abhishek Das,Jue Wang,Anoop Cherian, Irfan Essa,Dhruv Batra,Tim K. Marks,Chiori Hori, Peter Anderson,Stefan Lee,Devi Parikh

CVPR, pp.7558-7567, (2019)

Cited by22EIBibtex

Efficient One-Step Decodable Limited Magnitude Error Correcting Codes for Multilevel Cell Main Memories

Abhishek Das,Nur Touba

IEEE Transactions on Nanotechnology, (2019): 575-583

EIWOSBibtex

Mechanical Characterization of Thermal Interface Materials and its Challenges

Vijay Subramanian, Jorge Sanchez, Joseph Bautista, Yi He, Jinlin Wang,Abhishek Das, Jesus Gerardo Reyes Schuldes,Kyle Yazzie, Hemanth K. Dhavaleswarapu,Pramod Malatkar

Journal of Electronic Packaging, no. 1 (2019): 010804

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Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018)

Abhishek Das,Devi Parikh,Dhruv Batra

arXiv: Computer Vision and Pattern Recognition, (2019)

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End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features