Update README.md

README.md

@@ -161,8 +161,16 @@ using a window size of 1024x1024.
 - Test Accuracy:  82.761
 - Test Mean IoU: 57.800
 
-## Citation 
-
-**BibTeX:**
-
-[More Information Needed]
+## Citation
+If you find this project useful, please consider citing:
+```bibtex
+@misc{sauder2025coralscapesdatasetsemanticscene,
+        title={The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs}, 
+        author={Jonathan Sauder and Viktor Domazetoski and Guilhem Banc-Prandi and Gabriela Perna and Anders Meibom and Devis Tuia},
+        year={2025},
+        eprint={2503.20000},
+        archivePrefix={arXiv},
+        primaryClass={cs.CV},
+        url={https://arxiv.org/abs/2503.20000}, 
+  }
+```