Notes on generative modeling: flow matching, diffusion, optimal transport and Schr{ö}dinger bridge

Abstract

These notes recapitulate the high level mathematical principles behind different techniques for generative modeling. I show the connections between optimal transport and standard techniques such as Schr{ö}dinger bridge and flow matching.