A Gaussian Perspective for Distributional Discrepancy in Generative Diffusion Models

Qiang Sun, H. Vincent Poor, Wenyi Zhang

This paper introduces an analytical approach to quantifying and optimizing the distributional discrepancy in generative diffusion models. For a multivariate Gaussian source, we exp…