Michal Wlodarczyk

Beyond Blur: A Fluid Perspective on Generative Diffusion Models

We propose a novel, Partial Differential Equation (PDE) driven, corruption process for generative image synthesis which generalizes existing PDE-based approaches. Our forward pass formulates image corruption via a physically motivated PDE that couples directional advection with isotropic diffusion a…