Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal

A novel framework called Weather-aware Multi-scale Mixture-of-Experts (WM-MoE) is proposed for blind adverse weather removal, which includes a Weather-aware Router to assign experts based on decoupled content and weather features, and Multi-Scale Experts to enhance the spatial modeling capability.