Mean Velocity Matching: Rethinking Generative Dynamics in Diffusion Models

Yunhong Zhang, Changjie Cao, Zhihua Zhang +4

This work studies prediction parameterization for stochastic generative dynamics in diffusion models. Existing velocity-based generative models provide the simplicity of learning a…