Update Model Card

README.md

@@ -9,7 +9,7 @@ library_name: diffusers
 
 <div align="center">
 
-[**Project Page**](https://arc2face.github.io/) **|** [**Paper (ArXiv)**]() **|** [**Code**](https://github.com/foivospar/Arc2Face)
+[**Project Page**](https://arc2face.github.io/) **|** [**Paper (ArXiv)**](https://arxiv.org/abs/2403.11641) **|** [**Code**](https://github.com/foivospar/Arc2Face)
 
 
 </div>
@@ -59,4 +59,12 @@ Please check our [GitHub repository](https://github.com/foivospar/Arc2Face) for
 **BibTeX:**
 
 ```bibtex
+@misc{paraperas2024arc2face,
+      title={Arc2Face: A Foundation Model of Human Faces}, 
+      author={Foivos Paraperas Papantoniou and Alexandros Lattas and Stylianos Moschoglou and Jiankang Deng and Bernhard Kainz and Stefanos Zafeiriou},
+      year={2024},
+      eprint={2403.11641},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
 ```