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Feng-Yi Yuan

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Preprint Sep 2026

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...

Zhen-Huan Wang, Feng-Yi Yuan · 0 citations

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