AI RESEARCH

EchoSR: Efficient Context Harnessing for Lightweight Image Super-Resolution

arXiv CS.CV

ArXi:2605.17470v1 Announce Type: new Image super-resolution (SR) aims to reconstruct high-quality, high-resolution (HR) images from low-resolution (LR) inputs and plays a critical role in various downstream applications. Despite recent advancements, balancing reconstruction fidelity and computational efficiency remains a fundamental challenge, particularly in resource-constrained scenarios.