M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts

Shiwei Wang, Yongzhen Wang, Bingwen Hu +3

While Transformer-based architectures have dominated recent advances in all-in-one image restoration, they remain fundamentally reactive: propagating degradations rather than proac…