conditioned on high-frequency details to fully conditioned images. The high frequency details are extracted out of the UNet self-attention maps.  Depth2Image Project Depth2Image is fine-tuned from Stable Diffusion to better preserve semantics for text guided image variation. It conditions on a monocular depth estimate of the original image.  MultiDiffusion Panorama Paper MultiDiffusion Panorama defines a new generation process over a pre-traine