Preserving Spectral Structure and Statistics in Diffusion Models

Baohua Yan, Jennifer Kava, Qingyuan Liu +1

Standard diffusion models (DMs) rely on the total destruction of data into non-informative white noise, forcing the backward process to denoise from a fully unstructured noise stat…