2 papers
cs.CV2026
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…
eess.IV2025
Single-Step Latent Consistency Model for Remote Sensing Image Super-Resolution
Xiaohui Sun, Jiangwei Mo, Hanlin Wu +1
Recent advancements in diffusion models (DMs) have greatly advanced remote sensing image super-resolution (RSISR). However, their iterative sampling processes often result in slow…