Generative AI and Diffusion Models: a Statistical Physics Analysis

Distinguished Visitor Series at KCL

The mini-course will consist of two parts.

Part I Introduction and theoretical basis: how time-reversing Langevin dynamics one can create images from white noise.

Part II A statistical physics analysis using random matrix theory and mean-field methods.

Benjamin Doyon
Benjamin Doyon
Professor of Theoretical Physics