Linear Convergence of Diffusion Models Under the Manifold Hypothesis

Peter Potaptchik, Iskander Azangulov, George Deligiannidis

Score-matching generative models have proven successful at sampling from complex high-dimensional data distributions. In many applications, this distribution is believed to concent…