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 sources of error in stochastic sampling: initialization error…