Forward-Evolution Error Analysis and Adaptive Design for Matrix-Valued Diffusion Models

Tongyao Pang, Zuowei Shen, Ruitong Zhang

Diffusion models learn to reverse a predefined corruption process, but sampling still requires a costly time discretization and depends on the chosen noise schedule. We study these…