A reference-based face restoration method that explicitly selects which reference regions to transfer, uses dual-stream attention to force feature transfer, and adds a mask-compatible cycle loss, achieving state-of-the-art identity preservation.
Gans trained by a two time-scale update rule converge to a local nash equilib- rium
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RefSTAR: Blind Facial Image Restoration with Reference Selection, Transfer, and Reconstruction
A reference-based face restoration method that explicitly selects which reference regions to transfer, uses dual-stream attention to force feature transfer, and adds a mask-compatible cycle loss, achieving state-of-the-art identity preservation.