Update README.md

README.md

@@ -5,6 +5,10 @@ language:
 pipeline_tag: image-to-video
 ---
 
+<div align=center>
+<img src="https://github.com/PKU-YuanGroup/ConsisID/blob/main/asserts/ConsisID_logo.png?raw=true" width="150px">
+</div>
+
 <h1 align="center"> <a href="https://pku-yuangroup.github.io/ConsisID">Identity-Preserving Text-to-Video Generation by Frequency Decomposition</a></h1>
 
 <h5 align="center"> If you like our project, please give us a star ⭐ on GitHub for the latest update.  </h2>
@@ -15,7 +19,19 @@ Identity-Preserving Text-to-Video Generation.
 [![Demo Video of ConsisID](https://github.com/user-attachments/assets/634248f6-1b54-4963-88d6-34fa7263750b)](https://www.youtube.com/watch?v=PhlgC-bI5SQ)
 or you can click <a href="https://github.com/SHYuanBest/shyuanbest_media/raw/refs/heads/main/ConsisID/showcase_videos.mp4">here</a> to watch the video.
 
-## Space Description
+## Description
 - **Repository:** [Code](https://github.com/PKU-YuanGroup/ConsisID), [Page](https://pku-yuangroup.github.io/ConsisID/), [Data](https://huggingface.co/datasets/BestWishYsh/ConsisID-preview-Data)
 - **Paper:** arxiv.org/abs/2411.17440
-- **Point of Contact:** [Shenghai Yuan]([email protected])
+- **Point of Contact:** [Shenghai Yuan]([email protected])
+
+## ✏️ Citation
+If you find our paper and code useful in your research, please consider giving a star and citation.
+
+```BibTeX
+@article{yuan2024identity,
+  title={Identity-Preserving Text-to-Video Generation by Frequency Decomposition},
+  author={Yuan, Shenghai and Huang, Jinfa and He, Xianyi and Ge, Yunyuan and Shi, Yujun and Chen, Liuhan and Luo, Jiebo and Yuan, Li},
+  journal={arXiv preprint arXiv:2411.17440},
+  year={2024}
+}
+```