Update README.md

README.md

@@ -98,6 +98,20 @@ To obtain a single merged file (including splits), use the merge utility from th
 
 Released under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0). Free for academic and commercial use with attribution.
 
+## 📚 Citation
+
+```bibtex
+@misc{özsoy2025egoexoregoexocentricoperatingroom,
+      title={EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding}, 
+      author={Ege Özsoy and Arda Mamur and Felix Tristram and Chantal Pellegrini and Magdalena Wysocki and Benjamin Busam and Nassir Navab},
+      year={2025},
+      eprint={2505.24287},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2505.24287}, 
+}
+```
+
 ## 🔗 Related Resources
 
 - **Original EgoExOR (v1)** — [ardamamur/EgoExOR](https://huggingface.co/datasets/ardamamur/EgoExOR) — 336×336 images, pre-merged point clouds, merged audio