Linearized Coupling Flow with Shortcut Constraints for One-Step Face Restoration

Xiaohui Sun, Hanlin Wu

Face restoration can be formulated as a continuous-time transformation between image distributions via Flow Matching (FM). However, standard FM typically employs independent coupli…