A New Paper: ''A Geometric Perspective on Diffusion Models''

[DefangChen]

Hello authors! Many thanks for your excellent survey! Would you consider to add the paper "A Geometric Perspective on Diffusion Models" (https://arxiv.org/abs/2305.19947) to this page?

''In this paper, we reveal several intriguing geometric structures of diffusion models and contribute a simple yet powerful interpretation to their sampling dynamics. We also establish a theoretical relationship between the optimal ODE-based sampling and the classic mean-shift (mode-seeking) algorithm, with which we can characterize the asymptotic behavior of diffusion models and identify the score deviation. ''