Pix2Pix

Researchers propose a ControlNet-based diffusion framework for map-to-satellite image synthesis that conditions on OpenStreetMap raster maps and their stationary wavelet transform (SWT) subbands, usin…

A new benchmark, CIB-Med-1, reveals that diffusion-based medical image editors can appear successful by altering non-target findings rather than isolating intended pathology, a failure mode termed rew…