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- ---
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- license: apache-2.0
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- language:
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- - en
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- base_model:
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- - tencent/HunyuanVideo
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- - Qwen/Qwen2.5-VL-7B-Instruct
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- pipeline_tag: any-to-any
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- tags:
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- - video
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- ---
 
 
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  <div align="center">
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- <h1><b>UniVideo: Unified Understanding, Generation, and Editing for Videos</b></h1>
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  </div>
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  <div align="center">
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-
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- **[Cong Wei<sup>*,1,2</sup>](https://congwei1230.github.io/) &ensp;**
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- **[Quande Liu<sup>โ€ ,2</sup>](https://liuquande.github.io/) &ensp;**
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- **[Zixuan Ye<sup>2</sup>](https://openreview.net/profile?id=~Zixuan_Ye1) &ensp;**
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- **[Qiulin Wang<sup>2</sup>](https://scholar.google.com/citations?user=3vvZdy8AAAAJ&hl=en) &ensp;**
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- **[Xintao Wang<sup>2</sup>](https://xinntao.github.io/)**
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-
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- **[Pengfei Wan<sup>2</sup>](https://magicwpf.github.io/) &ensp;**
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- **[Kun Gai<sup>2</sup>](https://openreview.net/profile?id=~Kun_Gai1) &ensp;**
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- **[Wenhu Chen<sup>โ€ ,1</sup>](https://wenhuchen.github.io/)**
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  <p>
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- <sup>1</sup>University of Waterloo &nbsp;&nbsp;
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- <sup>2</sup>Kling Team, Kuaishou Technology<br>
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- <sup>*</sup>Work done during an internship at Kling Team, Kuaishou Technology
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- <sup>โ€ </sup>Corresponding author
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  </p>
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  </div>
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  <p align="center">
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- <a href='https://congwei1230.github.io/UniVideo/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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  &nbsp;
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- <a href="https://arxiv.org/abs/2510.08377"><img src="https://img.shields.io/static/v1?label=Arxiv&message=UniVideo&color=red&logo=arxiv"></a>
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  &nbsp;
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- <a href='https://huggingface.co/KlingTeam/UniVideo'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-orange'></a>
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  &nbsp;
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- <a href="https://github.com/KlingTeam/UniVideo">
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  <img src="https://img.shields.io/badge/GitHub-Code-red?logo=github">
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  </a>
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  </p>
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  ## ๐Ÿ””News
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- - [2026-01-07]: Released [Code](https://github.com/KlingTeam/UniVideo) and [Model](https://huggingface.co/KlingTeam/UniVideo).
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- - [2025-10-09]: Released [Arxiv Preprint](https://arxiv.org/abs/2510.08377) and the [Project Page](https://congwei1230.github.io/UniVideo/)
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  ## How to use
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- - Please refer to [**๐Ÿ”— GitHub**](https://github.com/KlingTeam/UniVideo) for usage.
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-
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-
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- ## Acknowledgement
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- - [HunyuanVideo](https://github.com/Tencent-Hunyuan/HunyuanVideo): the base video generation model used in this work. Thanks to the authors for their excellent contribution.
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- - [Qwen2.5-VL](https://github.com/QwenLM): the base vlm model used in this work. Thanks to the authors for their excellent contribution.
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- - [MetaQueries](https://xichenpan.com/metaquery/): we adopt their query implementation. Thanks to the authors for their excellent contribution.
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  ## ๐ŸŒŸ Citation
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  If you find UniVideo useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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- @article{wei2025univideo,
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- title={Univideo: Unified understanding, generation, and editing for videos},
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- author={Wei, Cong and Liu, Quande and Ye, Zixuan and Wang, Qiulin and Wang, Xintao and Wan, Pengfei and Gai, Kun and Chen, Wenhu},
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- journal={arXiv preprint arXiv:2510.08377},
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- year={2025}
 
 
 
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  }
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  ```
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ base_model:
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+ - Wan-AI/Wan2.1-T2V-1.3B
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+ - Qwen/Qwen-Image-Edit-2509
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+ pipeline_tag: video-to-video; image-to-image
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+ tags:
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+ - video
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+ - image
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+ - stylization
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+ ---
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  <div align="center">
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+ <h1><b>TeleStyle: Content-Preserving Style Transfer in Images and Videos</b></h1>
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  </div>
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  <div align="center">
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+ Shiwen Zhang, Xiaoyan Yang, Bojia Zi, Haibin Huang, Chi Zhang, Xuelong Li
 
 
 
 
 
 
 
 
 
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  <p>
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+ Institute of Artificial Intelligence, China Telecom (TeleAI)&nbsp;&nbsp;
 
 
 
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  </p>
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  </div>
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  <p align="center">
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+ <a href='todo'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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  &nbsp;
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+ <a href="todo"><img src="https://img.shields.io/static/v1?label=Arxiv&message=UniVideo&color=red&logo=arxiv"></a>
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  &nbsp;
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+ <a href='https://huggingface.co/Tele-AI/TeleStyle'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-orange'></a>
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  &nbsp;
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+ <a href="https://github.com/Tele-AI/TeleStyle">
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  <img src="https://img.shields.io/badge/GitHub-Code-red?logo=github">
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  </a>
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  </p>
 
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  ## ๐Ÿ””News
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+ - [2026-01-27]: Released [Code](https://github.com/Tele-AI/TeleStyle), [Model](https://huggingface.co/Tele-AI/TeleStyle) and [Technical Report](todo)
 
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  ## How to use
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+ - Please refer to [**๐Ÿ”— GitHub**](https://github.com/Tele-AI/TeleStyle) for usage.
 
 
 
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  ## ๐ŸŒŸ Citation
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  If you find UniVideo useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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+ @misc{teleai2026telestyle,
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+ title={TeleStyle: Content-Preserving Style Transfer in Images and Videos},
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+ author={Shiwen Zhang and Xiaoyan Yang and Bojia Zi and Haibin Huang and Chi Zhang and Xuelong Li},
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+ year={2026},
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+ eprint={todo},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/todo},
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  }
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  ```