Update README.md

README.md

@@ -53,7 +53,7 @@ Please follow the inference script in the [github repo](https://github.com/kongd
     - **Clear**: The predicted clear image 
     - **Transmission/Illuminaiton**: The ammount of attenuation experienced by each object in the scene
     - **Backscattering**: The amount additive light from illumination (ambient sunlight or artificial lights) that is scattered by the water volume
-- **Resources for more information:** [Project Website](https://tianfwang.github.io/slurpp/), [Paper](https://arxiv.org/abs/2507.0787), [Code](https://github.com/kongdai123/SLURPP).
+- **Resources for more information:** [Project Website](https://tianfwang.github.io/slurpp/), [Paper](https://arxiv.org/abs/2507.07878), [Code](https://github.com/kongdai123/SLURPP).
 - **Cite as:**
 
 ```bibtex