• DiffuMural: a diffusion model for dunhuang murals restoration via multi-scale convergence and cooperative guidance
AbstractAncient mural restoration is a challenging conditional image-generation problem because of large missing regions, semantic ambiguity, and strict demands for cultural and stylistic fidelity. We present DiffuMural, a multi-stage, condition-guided di