Link dataset to paper

This PR ensures the model can be discovered from the paper page: https://huggingface.co/papers/2407.15642

README.md

@@ -48,4 +48,18 @@ bash pipelines/video_editing.sh
 ```
 
 ## Acknowledgments
-Cinemo has been greatly inspired by the following amazing works and teams: [LaVie](https://github.com/Vchitect/LaVie) and [SEINE](https://github.com/Vchitect/SEINE), we thank all the contributors for open-sourcing.
+Cinemo has been greatly inspired by the following amazing works and teams: [LaVie](https://github.com/Vchitect/LaVie) and [SEINE](https://github.com/Vchitect/SEINE), we thank all the contributors for open-sourcing.
+
+## Bibtex citation
+
+```bibtex
+@misc{ma2024cinemoconsistentcontrollableimage,
+      title={Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models}, 
+      author={Xin Ma and Yaohui Wang and Gengyun Jia and Xinyuan Chen and Yuan-Fang Li and Cunjian Chen and Yu Qiao},
+      year={2024},
+      eprint={2407.15642},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2407.15642}, 
+}
+```