Diffusions & Flows

VIASM Summer school
Statistics & Machine Learning

Alex Thiery
National University of Singapore
Dpt. Statistics & Data Sciences



Summer 2024
Hanoi

Course objectives

  1. What are flows and diffusion models?
  2. How to derive and do basic manipulations with these models?
  3. How to leverage these models for generative modeling?
  4. How to use these models for statistical inference?