Update README.md

README.md

@@ -138,5 +138,13 @@ Figure 1 | Figure 2 | Figure 3
 If you use this dataset in your research, please cite:
 
 ```bibtex
-@misc{}
+@misc{jeong2025microsurgicalinstrumentsegmentationrobotassisted,
+      title={Microsurgical Instrument Segmentation for Robot-Assisted Surgery}, 
+      author={Tae Kyeong Jeong and Garam Kim and Juyoun Park},
+      year={2025},
+      eprint={2509.11727},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2509.11727}, 
+}
 ```