Abhishek Das
Menlo Park, United States
Abhishek is a Research Scientist at Facebook AI Research (FAIR). His research focuses on deep learning and its applications in climate change, and in building agents that can see (computer vision), think (reasoning/interpretability), talk (language modeling), and act (reinforcement learning)
He received his Bachelor's in Electrical Engineering from the Indian Institute of Technology Roorkee and his Ph.D. in Computer Science from Georgia Tech. During his PhD, he also spent time working at Facebook AI Research, DeepMind and Tesla Autopilot, and his research was supported by fellowships from Facebook, Adobe, and Snap.
Research Areas
Abhishek's Publications
June 18, 2018
Research
Embodied Question Answering
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
June 18, 2018
August 01, 2018
Research
Neural Modular Control for Embodied Question Answering
Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra
August 01, 2018
June 18, 2019
Research
Computer Vision
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception
Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
June 18, 2019
August 23, 2020
Computer Vision
NLP
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline
Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das
August 23, 2020
October 22, 2017
Research
NLP
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
Abhishek Das, Satwik Kottur, José M.F. Moura, Stefan Lee, Dhruv Batra
October 22, 2017
November 03, 2019
Research
Computer Vision
Improving Generative Visual Dialog by Answering Diverse Questions
Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das
November 03, 2019
October 24, 2017
Conversational AI
NLP
Evaluating Visual Conversational Agents via Cooperative Human-AI Games
Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, Devi Parikh
October 24, 2017
October 22, 2017
Research
Computer Vision
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
October 22, 2017
January 05, 2021
Research
ML Applications
IR-VIC: research Discovery of Sub-goals for Transfer in RL
Nirbhay Modhe, Prithvijit Chattopadhyay, Mohit Sharma, Abhishek Das, Devi Parikh, Dhruv Batra, Ramakrishna Vedantam
January 05, 2021
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