Abhishek Das
Abhishek Das
Facebook AI Research
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Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization
RR Selvaraju, A Das, R Vedantam, M Cogswell, D Parikh, D Batra
ICCV 2017, 2016
5516*2016
Visual Dialog
A Das, S Kottur, K Gupta, A Singh, D Yadav, JMF Moura, D Parikh, ...
CVPR 2017, 2016
5922016
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
A Das, S Kottur, JMF Moura, S Lee, D Batra
ICCV 2017, 2017
3332017
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?
A Das, H Agrawal, CL Zitnick, D Parikh, D Batra
EMNLP 2016, 2016
3182016
Embodied Question Answering
A Das, S Datta, G Gkioxari, S Lee, D Parikh, D Batra
CVPR 2018, 2017
3162017
TarMAC: Targeted Multi-Agent Communication
A Das, T Gervet, J Romoff, D Batra, D Parikh, M Rabbat, J Pineau
ICML 2019, 2018
882018
End-to-end audio visual scene-aware dialog using multimodal attention-based video features
C Hori, H Alamri, J Wang, G Wichern, T Hori, A Cherian, TK Marks, ...
ICASSP 2019, 2019
672019
Neural Modular Control for Embodied Question Answering
A Das, G Gkioxari, S Lee, D Parikh, D Batra
CoRL 2018, 2018
642018
Evaluating Visual Conversational Agents via Cooperative Human-AI Games
P Chattopadhyay, D Yadav, V Prabhu, A Chandrasekaran, A Das, S Lee, ...
HCOMP 2017, 2017
542017
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception
E Wijmans, S Datta, O Maksymets, A Das, G Gkioxari, S Lee, I Essa, ...
CVPR 2019, 6659-6668, 2019
452019
Audio Visual Scene-Aware Dialog
H Alamri, V Cartillier, A Das, J Wang, A Cherian, I Essa, D Batra, TK Marks, ...
CVPR 2019, 7558-7567, 2019
412019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline
V Murahari, D Batra, D Parikh, A Das
ECCV 2020, 2019
232019
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7
H Alamri, V Cartillier, RG Lopes, A Das, J Wang, I Essa, D Batra, D Parikh, ...
arXiv preprint arXiv:1806.00525, 2018
182018
Open Catalyst 2020 (OC20) Dataset and Community Challenges
L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi, M Riviere, K Tran, ...
ACS Catalysis 11, 6059-6072, 2020
152020
Improving Generative Visual Dialog by Answering Diverse Questions
V Murahari, P Chattopadhyay, D Batra, D Parikh, A Das
EMNLP 2019, 2019
102019
Visual procedural content generation with an artificial abstract artist
M Guzdial, D Long, C Cassion, A Das
Proceedings of ICCC Computational Creativity and Games Workshop, 2017
102017
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
CL Zitnick, L Chanussot, A Das, S Goyal, J Heras-Domingo, C Ho, W Hu, ...
arXiv preprint arXiv:2010.09435, 2020
62020
Auxiliary Tasks Speed Up Learning PointGoal Navigation
J Ye, D Batra, E Wijmans, A Das
CoRL 2020, 2020
62020
Probing Emergent Semantics in Predictive Agents via Question Answering
A Das, F Carnevale, H Merzic, L Rimell, R Schneider, J Abramson, ...
ICML 2020, 2020
42020
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
W Hu, M Shuaibi, A Das, S Goyal, A Sriram, J Leskovec, D Parikh, ...
arXiv preprint arXiv:2103.01436, 2021
32021
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