FCAT-Diff: Flexible and Consistent Appearance Transfer Based on Training-free Diffusion Model

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Zhengyi Gong, Mingwen Shao, Chang Liu, Xiang Lv, Huan Liu

Published: 2025, Last Modified: 12 Nov 2025Comput. Graph. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A training-free framework for flexible, consistent appearance transfer.•SOTA performance in preserving structural and background consistency.•Allowing region-specific and multi-appearance transfer.