Jianfei Xiao

HiLiteMamba: A Lightweight and High-Frequency Aware Network for Single Image Super-Resolution

Transformer has widely been applied in various low-vision tasks, achieving significant strides in single image super-resolution. However, its low-pass characteristic still limits the ability of Transformer-based models to represent rich texture details in images. Additionally, the quadratic computat…