Wouter Van Gansbeke*

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting

"Panoptic and instance segmentation networks are often trained with specialized object detection modules, complex loss functions, and ad-hoc post-processing steps to manage the permutation-invariance of the instance masks. This work builds upon Stable Diffusion and proposes a latent diffusion approa…