Score-Based Diffusion Models in Infinite Dimensions: A Malliavin Calculus Perspective

Ehsan Mirafzali, Frank Proske, Daniele Venturi +1

We study score-based diffusion modelling in infinite-dimensional separable Hilbert spaces through Malliavin calculus, extending the analysis of generative models beyond the finite-…