Spectral Regularization for Diffusion Models

Satish Chandran, Nicolas Roque dos Santos, Yunshu Wu +2

Diffusion models are typically trained using pointwise reconstruction objectives that are agnostic to the spectral and multi-scale structure of natural signals. We propose a loss-l…