---
license: apache-2.0
---
<div align="center">
  <h2>Noise-Started One-Step Real-World Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement</h2>

  <p>
    Wei Zhu<sup>1</sup>&nbsp;&nbsp;&nbsp;&nbsp;
    Kai Zhang<sup>2,*</sup>&nbsp;&nbsp;&nbsp;&nbsp;
    Yu Zheng<sup>1</sup>&nbsp;&nbsp;&nbsp;&nbsp;
    Lei Luo<sup>1</sup>&nbsp;&nbsp;&nbsp;&nbsp;
    Yong Guo<sup>3</sup>&nbsp;&nbsp;&nbsp;&nbsp;
    Jian Yang<sup>1,2,*</sup>
  </p>

  <p>
    <sup>1</sup>Nanjing University of Science and Technology&nbsp;&nbsp;&nbsp;&nbsp;
    <sup>2</sup>Nanjing University&nbsp;&nbsp;&nbsp;&nbsp;
    <sup>3</sup>Huawei
  </p>
</div>

<p align="center">
  <br>
  <a href="https://arxiv.org/abs/2605.09328">
    <img src="https://img.shields.io/badge/arXiv-2605.09328-b31b1b.svg">
  </a>
  &nbsp;
  <a href="https://github.com/wzhu121/SMFSR">
    <img src="https://img.shields.io/badge/GitHub-Code-black.svg">
  </a>
</p>