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

Guangcong Zheng; Xianpan Zhou; Xuewei Li; Zhongang Qi; Ying Shan; Xi Li

doi:10.1109/cvpr52729.2023.02154

CVPR2023顶会

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

Guangcong Zheng, Xianpan Zhou, Xuewei Li, Zhongang Qi, Ying Shan, Xi Li

DOI 出版方

2023年份

114顶会引用

摘要

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%