Search Results for author: Mengjian Hua

Found 3 papers, 2 papers with code

Efficient Training of Energy-Based Models Using Jarzynski Equality

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.

Heading perception and the structure of the optic acceleration field

1 code implementation26 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.

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