Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions

Frank Cole, Yulong Lu

While score-based generative models (SGMs) have achieved remarkable success in enormous image generation tasks, their mathematical foundations are still limited. In this paper, we…