Diffusion Models Are Statistically Optimal for Learning Low-Dimensional Multi-Modal Distributions

Jingda Wu, Changxiao Cai

Score-based diffusion models have demonstrated remarkable empirical success in learning high-dimensional distributions, particularly those exhibiting low-dimensional and multi-moda…