XIANG ZHANG*

HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution

"Transformers have exhibited promising performance in computer vision tasks including image super-resolution (SR). However, popular transformer-based SR methods often employ window self-attention with quadratic computational complexity to window sizes, resulting in fixed small windows with limited r…