Update README.md

README.md

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 [**Project Page**](https://johnnylu305.github.io/df3dv1k_web/) | [**Paper**](https://huggingface.co/papers/2604.13416) | [**GitHub**](https://github.com/johnnylu305/DF3DV) | [**Demo**](https://chengyou305-di2fix-demo.hf.space/)
 
-DI<sup>2</sup>FIX (Distractor-Free DIFIX) is a plug-and-play 2D enhancer designed to improve radiance field renderings (such as 3D Gaussian Splatting and NeRF) by removing distractors and artifacts. It was introduced in the paper [DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis](https://huggingface.co/papers/2604.13416).
+DI<sup>2</sup>FIX (Distractor-Free DIFIX) is a plug-and-play 2D enhancer designed to improve radiance field renderings (such as 3D Gaussian Splatting) by removing distractors and artifacts. It was introduced in the paper [DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis](https://huggingface.co/papers/2604.13416).
 
 ## Method Overview