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Spherical Channels for Modeling Atomic Interactions



C. Lawrence Zitnick , Abhishek Das , Adeesh Kolluru , Janice Lan , Muhammed Shuaibi , Anuroop Sriram , Zachary Ulissi , Brandon Wood

* 17 pages 

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The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis



Richard Tran , Janice Lan , Muhammed Shuaibi , Siddharth Goyal , Brandon M. Wood , Abhishek Das , Javier Heras-Domingo , Adeesh Kolluru , Ammar Rizvi , Nima Shoghi , Anuroop Sriram , Zachary Ulissi , C. Lawrence Zitnick

* 37 pages, 11 figures 

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Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale



Ram Ramrakhya , Eric Undersander , Dhruv Batra , Abhishek Das

* 8 pages + supplement; fixed typos 

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How Do Graph Networks Generalize to Large and Diverse Molecular Systems?



Johannes Gasteiger , Muhammed Shuaibi , Anuroop Sriram , Stephan Günnemann , Zachary Ulissi , C. Lawrence Zitnick , Abhishek Das


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Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations



Anuroop Sriram , Abhishek Das , Brandon M. Wood , Siddharth Goyal , C. Lawrence Zitnick

* ICLR 2022 

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NarrationBot and InfoBot: A Hybrid System for Automated Video Description



Shasta Ihorn , Yue-Ting Siu , Aditya Bodi , Lothar Narins , Jose M. Castanon , Yash Kant , Abhishek Das , Ilmi Yoon , Pooyan Fazli

* 14 pages 

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Rotation Invariant Graph Neural Networks using Spin Convolutions



Muhammed Shuaibi , Adeesh Kolluru , Abhishek Das , Aditya Grover , Anuroop Sriram , Zachary Ulissi , C. Lawrence Zitnick

* 13 pages 

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Auxiliary Tasks and Exploration Enable ObjectNav



Joel Ye , Dhruv Batra , Abhishek Das , Erik Wijmans


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ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations



Weihua Hu , Muhammed Shuaibi , Abhishek Das , Siddharth Goyal , Anuroop Sriram , Jure Leskovec , Devi Parikh , C. Lawrence Zitnick


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Rain Sensing Automatic Car Wiper Using AT89C51 Microcontroller



Abhishek Das , Vivek Dhuri , Ranjushree Pal


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