Unleashing Vision Mamba for Image Super-Resolution Enhancement

The author introduces the MMA network, leveraging Vision Mamba (Vim) for superior image super-resolution. By incorporating Vim into a MetaFormer-style block and utilizing complementary attention mechanisms, MMA achieves remarkable performance improvements.