Zhen-Huan Wang

Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

We show that a frozen generic text-to-image diffusion model can perform conditional inpainting across three evaluated natural-image domains with one fixed controller configuration, without inpainting-specific weight training, dataset-specific weight adaptation, or learned inpainting-specific conditioning channels. Step...