Generative AI and Diffusion Models: a Statistical Physics Analysis
Distinguished Visitor Series at KCL
Classes by Giulio Biroli professor at the École Normale Supérieure de Paris.
Monday 12:00 — 14:00, Room S4.23.
Calendar
Monday 12:00 — 14:00, Room S4.23.
Calendar
- 4th of December, 2023
- 6th of December, 2023
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.
