Thomas Ryckeboer

Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching

Inverse problems provide a fundamental framework for image reconstruction tasks, spanning deblurring, calibration, or low-light enhancement for instance. While widely used, they often assume full knowledge of the forward model -- an unrealistic expectation -- while collecting ground truth and measur…