Critically-Damped Higher-Order Langevin Dynamics for Generative Modeling

Benjamin Sterling, Chad Gueli, Mónica F. Bugallo

Denoising diffusion probabilistic models (DDPMs) represent an entirely new class of generative AI methods that have yet to be fully explored. They use Langevin dynamics, represente…