https://github.com/JiuTian-VL/TokenCorrCompressor

The official repository of "Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding"
https://github.com/JiuTian-VL/TokenCorrCompressor

Last synced: 13 days ago
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The official repository of "Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding"

• Host: GitHub
• URL: https://github.com/JiuTian-VL/TokenCorrCompressor
• Owner: JiuTian-VL
• Created: 2024-07-19T08:24:50.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-22T03:06:50.000Z (6 months ago)
• Last Synced: 2024-07-22T04:25:08.868Z (6 months ago)
• Size: 1.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        


 Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding 



    Renshan Zhang*,

    Yibo Lyu*,

    Rui Shao†,

    Gongwei Chen,

    Weili Guan,

    Liqiang Nie†



School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen


*Equal contribution

†Corresponding author


[![arXiv](https://img.shields.io/badge/arXiv-2407.14439-b31b1b.svg?logo=arxiv)](https://arxiv.org/abs/2407.14439) 



## Updates

- [07/2024] [Arxiv paper](https://arxiv.org/abs/2407.14439) released.

## :fire: The codes will be released soon







## Citation

If you find this work useful for your research, please kindly cite our paper:

```

@misc{zhang2024token,

      title={Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding}, 

      author={Renshan Zhang, Yibo Lyu, Rui Shao, Gongwei Chen, Weili Guan and Liqiang Nie},

      year={2024},

      eprint={2407.14439},

      archivePrefix={arXiv},

      primaryClass={cs.CV},

      url={https://arxiv.org/abs/2407.14439}, 

}

```