LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation

a) layout-guided vs. text-guided image generation for diffusion model (b) Image-Layout Fusion in a unified space * Equal contribution. † Corresponding author. ing for precisely controlling the spatial related information. Extensive experiments show that our LayoutDiffusion outperforms the previous SOTA methods on FID, CAS by relatively 46.35%, 26.70% on COCO-stuff and 44.29%, 41.82%