Kerrigan, Gavin

6 publications

NeurIPS 2025 Guided Diffusion Sampling on Function Spaces with Applications to PDEs Jiachen Yao, Abbas Mammadov, Julius Berner, Gavin Kerrigan, Jong Chul Ye, Kamyar Azizzadenesheli, Anima Anandkumar

NeurIPS 2024 Dynamic Conditional Optimal Transport Through Simulation-Free Flows Gavin Kerrigan, Giosue Migliorini, Padhraic Smyth

AISTATS 2024 Functional Flow Matching Gavin Kerrigan, Giosue Migliorini, Padhraic Smyth

NeurIPS 2024 Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava, Ruihan Yang, Gavin Kerrigan, Gideon Dresdner, Jeremy McGibbon, Christopher Bretherton, Stephan Mandt

AISTATS 2023 Diffusion Generative Models in Infinite Dimensions Gavin Kerrigan, Justin Ley, Padhraic Smyth

NeurIPS 2021 Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Gavin Kerrigan, Padhraic Smyth, Mark Steyvers