Robust semi-supervised segmentation with timestep ensembling diffusion models

Margherita Rosnati, Melanie Roschewitz, Ben Glocker

Medical image segmentation is a challenging task, made more difficult by many datasets' limited size and annotations. Denoising diffusion probabilistic models (DDPM) have recently…