The author proposes BayesDiff, a framework for estimating pixel-wise uncertainty in diffusion models using Bayesian inference, demonstrating its practical value and applications.
Proposing BayesDiff for estimating pixel-wise uncertainty in diffusion models using Bayesian inference.