On the Asymptotic Mean Square Error Optimality of Diffusion Models

Benedikt Fesl, Benedikt Böck, Florian Strasser +3

Diffusion models (DMs) as generative priors have recently shown great potential for denoising tasks but lack theoretical understanding with respect to their mean square error (MSE)…