Das, Abhishek

20 publications

NeurIPS 2025 UMA: A Family of Universal Models for Atoms Brandon M Wood, Misko Dzamba, Xiang Fu, Meng Gao, Muhammed Shuaibi, Luis Barroso-Luque, Kareem Abdelmaqsoud, Vahe Gharakhanyan, John R. Kitchin, Daniel S. Levine, Kyle Michel, Anuroop Sriram, Taco Cohen, Abhishek Das, Sushree Jagriti Sahoo, Ammar Rizvi, Zachary Ward Ulissi, C. Lawrence Zitnick

ICLR 2024 EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations Yi-Lun Liao, Brandon M Wood, Abhishek Das, Tess Smidt

TMLR 2024 Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields Yi-Lun Liao, Tess Smidt, Muhammed Shuaibi, Abhishek Das

CVPR 2023 PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav Ram Ramrakhya, Dhruv Batra, Erik Wijmans, Abhishek Das

ICLRW 2023 PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav Ram Ramrakhya, Dhruv Batra, Erik Wijmans, Abhishek Das

TMLR 2022 GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram, Stephan Günnemann, Zachary Ward Ulissi, C. Lawrence Zitnick, Abhishek Das

CVPR 2022 Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das

NeurIPS 2022 Spherical Channels for Modeling Atomic Interactions Larry Zitnick, Abhishek Das, Adeesh Kolluru, Janice Lan, Muhammed Shuaibi, Anuroop Sriram, Zachary Ulissi, Brandon Wood

ICLR 2022 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations Anuroop Sriram, Abhishek Das, Brandon M Wood, Siddharth Goyal, C. Lawrence Zitnick

ICCV 2021 Auxiliary Tasks and Exploration Enable ObjectGoal Navigation Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans

CoRL 2020 Auxiliary Tasks Speed up Learning Point Goal Navigation Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das

IJCAI 2020 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

ECCV 2020 Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das

ICML 2020 Probing Emergent Semantics in Predictive Agents via Question Answering Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Felix Hill

ICML 2019 TarMAC: Targeted Multi-Agent Communication Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, Joelle Pineau

CVPRW 2018 Embodied Question Answering Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra

CoRL 2018 Neural Modular Control for Embodied Question Answering Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra

ICCV 2017 Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra

ICCV 2017 Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning Abhishek Das, Satwik Kottur, Jose M. F. Moura, Stefan Lee, Dhruv Batra

CVPR 2017 Visual Dialog Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Jose M. F. Moura, Devi Parikh, Dhruv Batra