no code implementations • 20 Mar 2024 • Yifan Chen, Mark Goldstein, Mengjian Hua, Michael S. Albergo, Nicholas M. Boffi, Eric Vanden-Eijnden
We propose a framework for probabilistic forecasting of dynamical systems based on generative modeling.
1 code implementation • NeurIPS 2023 • Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden
Energy-based models (EBMs) are generative models inspired by statistical physics with a wide range of applications in unsupervised learning.
1 code implementation • 26 Apr 2022 • Charlie S. Burlingham, Mengjian Hua, Oliver Xu, Kathryn Bonnen, David J. Heeger
For a fixating observer tracking a point on a fronto-parallel plane, there are in fact two singularities of optic acceleration: one that is always at fixation (due to image stabilization) and a second whose bias scales inversely with heading, inconsistent with human behavior.