Update README.md

README.md

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-[📚 Paper](TODO) - [🤖 GitHub](https://github.com/visurg-ai/surg-3m) 
+[📚 Paper](https://arxiv.org/abs/2503.19740) - [🤖 GitHub](https://github.com/visurg-ai/surg-3m) 
 
-We provide the models used in our data curation pipeline in [📚 Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings](TODO) to assist with constructing the Surg-3M dataset (for more details about the Surg-3M dataset and our 
+We provide the models used in our data curation pipeline in [📚 Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings](https://arxiv.org/abs/2503.19740) to assist with constructing the Surg-3M dataset (for more details about the Surg-3M dataset and our 
 SurgFM foundation model, please visit our github repository at [🤖 GitHub](https://github.com/visurg-ai/surg-3m)) .
 This Hugging Face repository includes video storyboard classification models, frame classification models, and non-surgical object detection models. The model loader file can be found at [model_loader.py](https://huggingface.co/visurg/Surg3M_curation_models/blob/main/model_loader.py)