Stochstic Sampling for Generative Diffusion Models: From Euler-Maruyama to Higher-Order Schemes

Emanuel Pfarr, Radu Timofte, Frank Werner

We develop a convergence analysis for generative diffusion models that simultaneously accounts for the three principal error sources in stochastic sampling: initialization, score m…