Siyuan Yao

Loop-Mamba not only restores old photos more effectively but also introduces a novel degradation-aware framework that outperforms state-of-the-art methods by leveraging persistent memory and semantic guidance.

Dynamic suppression of background noise in the frequency domain leads to unprecedented accuracy in small object detection.