Analysis of Diffusion Models for Manifold Data

Anand Jerry George, Rodrigo Veiga, Nicolas Macris

We analyze the time reversed dynamics of generative diffusion models. If the exact empirical score function is used in a regime of large dimension and exponentially large number of…