A mask-aware transformer U-Net with mask-guided up/down-samplers and a co-feature aggregator reports state-of-the-art mural restoration on MuralDH and Dunhuang benchmarks.
Muraldiff: Diffusion for ancient murals restoration on large-scale pre-training
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CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance
A mask-aware transformer U-Net with mask-guided up/down-samplers and a co-feature aggregator reports state-of-the-art mural restoration on MuralDH and Dunhuang benchmarks.