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add paper link

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  1. README.md +11 -7
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  **Authors:** Junhao Zhuang, Xuan Ju, Zhaoyang Zhang, Yong Liu, Shiyi Zhang, Chun Yuan, Ying Shan
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  <a href='https://zhuang2002.github.io/ColorFlow/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;
 
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  <a href='https://huggingface.co/spaces/TencentARC/ColorFlow'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Demo-blue'></a> &nbsp;
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- <a href=""><img src="https://img.shields.io/static/v1?label=Arxiv Preprint&message=ColorFlow&color=red&logo=arxiv"></a> &nbsp;
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- <a href="https://huggingface.co/TencentARC/ColorFlow"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue"></a>
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  **Your star means a lot for us to develop this project!** :star:
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@@ -79,11 +80,14 @@ The overview of ColorFlow. This figure presents the three primary components of
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  ### 📜 Citation
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  ```
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- @article{zhuang2024colorflow,
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- title={ColorFlow: Retrieval-Augmented Image Sequence Colorization},
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- author={Zhuang, Junhao and Ju, Xuan and Zhang, Zhaoyang and Liu, Yong and Zhang, Shiyi and Yuan, Chun and Shan, Ying},
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- journal={},
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- year={2024}
 
 
 
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  }
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  ```
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  **Authors:** Junhao Zhuang, Xuan Ju, Zhaoyang Zhang, Yong Liu, Shiyi Zhang, Chun Yuan, Ying Shan
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  <a href='https://zhuang2002.github.io/ColorFlow/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;
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+ <a href="https://github.com/TencentARC/ColorFlow"><img src="https://img.shields.io/badge/GitHub-Repository-black?logo=github"></a> &nbsp;
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  <a href='https://huggingface.co/spaces/TencentARC/ColorFlow'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Demo-blue'></a> &nbsp;
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+ <a href="https://arxiv.org/abs/2412.11815"><img src="https://img.shields.io/static/v1?label=Arxiv Preprint&message=ColorFlow&color=red&logo=arxiv"></a> &nbsp;
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+ <a href="https://huggingface.co/TencentARC/ColorFlow"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue"></a> &nbsp;
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  **Your star means a lot for us to develop this project!** :star:
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  ### 📜 Citation
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  ```
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+ @misc{zhuang2024colorflow,
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+ title={ColorFlow: Retrieval-Augmented Image Sequence Colorization},
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+ author={Junhao Zhuang and Xuan Ju and Zhaoyang Zhang and Yong Liu and Shiyi Zhang and Chun Yuan and Ying Shan},
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+ year={2024},
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+ eprint={2412.11815},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2412.11815},
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  }
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  ```
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