2025
VSRM: A Robust Mamba-Based Framework for Video Super-Resolution
ICCV 2025poster
Video super-resolution remains a significant challenge in low-level vision tasks. To date, CNN- and Transformer-based methods have delivered impressive results. However, CNNs are limited by local receptive fields, while Transformers struggle with quadratic complexity, posing challenges for processin…