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Jayesh K. Gupta

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Aurora: A Foundation Model of the Atmosphere

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May 20, 2024
Cristian Bodnar, Wessel P. Bruinsma, Ana Lucic, Megan Stanley, Johannes Brandstetter, Patrick Garvan, Maik Riechert, Jonathan Weyn, Haiyu Dong, Anna Vaughan, Jayesh K. Gupta, Kit Tambiratnam, Alex Archibald, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris

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EvDNeRF: Reconstructing Event Data with Dynamic Neural Radiance Fields

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Oct 03, 2023
Anish Bhattacharya, Ratnesh Madaan, Fernando Cladera, Sai Vemprala, Rogerio Bonatti, Kostas Daniilidis, Ashish Kapoor, Vijay Kumar, Nikolai Matni, Jayesh K. Gupta

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Geometric Clifford Algebra Networks

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Feb 13, 2023
David Ruhe, Jayesh K. Gupta, Steven de Keninck, Max Welling, Johannes Brandstetter

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ClimaX: A foundation model for weather and climate

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Jan 24, 2023
Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K. Gupta, Aditya Grover

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Agent-Time Attention for Sparse Rewards Multi-Agent Reinforcement Learning

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Oct 31, 2022
Jennifer She, Jayesh K. Gupta, Mykel J. Kochenderfer

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Learning Modular Simulations for Homogeneous Systems

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Oct 28, 2022
Jayesh K. Gupta, Sai Vemprala, Ashish Kapoor

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Towards Multi-spatiotemporal-scale Generalized PDE Modeling

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Sep 30, 2022
Jayesh K. Gupta, Johannes Brandstetter

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Learning to Simulate Realistic LiDARs

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Sep 22, 2022
Benoit Guillard, Sai Vemprala, Jayesh K. Gupta, Ondrej Miksik, Vibhav Vineet, Pascal Fua, Ashish Kapoor

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Clifford Neural Layers for PDE Modeling

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Sep 08, 2022
Johannes Brandstetter, Rianne van den Berg, Max Welling, Jayesh K. Gupta

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Recursive Reasoning Graph for Multi-Agent Reinforcement Learning

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Mar 06, 2022
Xiaobai Ma, David Isele, Jayesh K. Gupta, Kikuo Fujimura, Mykel J. Kochenderfer

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