Step-by-Step Diffusion: An Elementary Tutorial
arXiv:2406.08929
Abstract
We present an accessible first course on diffusion models and flow matching for machine learning, aimed at a technical audience with no diffusion experience. We try to simplify the mathematical details as much as possible (sometimes heuristically), while retaining enough precision to derive correct algorithms.
arXiv comment35 pages, 11 figures