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Workshop
Variational Inference for Interacting Particle Systems with Discrete Latent States
Giosue Migliorini · Padhraic Smyth
Poster
Thu 11:00 Precipitation Downscaling with Spatiotemporal Video Diffusion
Prakhar Srivastava · Ruihan Yang · Gavin Kerrigan · Gideon Dresdner · Jeremy McGibbon · Christopher S. Bretherton · Stephan Mandt
Workshop
Sat 9:00 Bayesian Decision-making and Uncertainty: from probabilistic and spatiotemporal modeling to sequential experiment design
Alexander Terenin · Natalie Maus · Renato Berlinghieri · Zi Wang
Workshop
MATEY: multiscale adaptive foundation models for spatiotemporal physical systems
Pei Zhang · M. Laiu · Matthew Norman · Doug Stefanski · John Gounley
Poster
Wed 11:00 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
Zijian Dong · Ruilin Li · Yilei Wu · Thuan Tinh Nguyen · Joanna Chong · Fang Ji · Nathanael Tong · Christopher Chen · Juan Helen Zhou
Poster
Wed 11:00 Multiple Physics Pretraining for Spatiotemporal Surrogate Models
Michael McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho