DVMSR: Distillated Vision Mamba for Efficient Super-Resolution

arXiv:2405.03008v1 Announce Type: cross
Abstract: Efficient Image Super-Resolution (SR) aims to accelerate SR network inference by minimizing computational complexity and network parameters while preserving performance. Existing state-of-the-art Efficient Image Super-Resolution methods are based on convolutional neural networks. Few attempts have been made with Mamba to harness its long-range modeling capability and efficient computational complexity, which have shown impressive performance on high-level vision tasks. In this paper, we propose DVMSR, a novel lightweight Image SR network that incorporates Vision Mamba and …

arxiv cs.cv cs.lg eess.iv mamba resolution type vision