Speaker
Gert Aarts
(Swansea University)
Description
Diffusion models are currently the leading generative AI approach used for image generation in e.g. DALL-E and Stable Diffusion. In this talk we relate diffusion models to stochastic quantisation in field theory and employ it to generate configurations for scalar fields on a two-dimensional lattice. We end with some speculations on possible applications.
Primary author
Gert Aarts
(Swansea University)
Co-authors
Lingxiao Wang
(RIKEN)
Prof.
Kai Zhou
(Chinese University of Hong Kong (CUHK))
