Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
arXiv:2401.15604v4 Announce Type: replace-cross
Abstract: Diffusion models have become a leading paradigm in generative AI, with score estimation via denoising score matching as a central component. While recent theory provides strong statistical guar…