Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization

Yu-Han Wu, Pierre Marion, Gérard Biau +1

Denoising score matching plays a pivotal role in the performance of diffusion-based generative models. However, the empirical optimal score--the exact solution to the denoising sco…