Institute of Natural Sciences and School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai 200240, China; University of Science and Technology of China, Hefei 230026, China; Suzhou Institute of Advanced Research, University of Science and Technology of China, Suzhou 215123, China; School of Data Science and Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong SAR
Yu Cao, Jingrun Chen, Yixin Luo, Xiang ZHOU
diffusion models; stochastic differential equations; score-based generative models; asymptotic analysis
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations