DDIM

PDE and Machine Learning (7): Diffusion Models and Score Matching

Diffusion models are PDE solvers in disguise. We derive the heat equation, Fokker-Planck, score matching, DDPM, and DDIM from a unified PDE perspective and visualise every step.