TA-Tok

Unifying Visual Understanding and Generation via Text-Aligned Representations

Jiaming Han, Hao Chen^†, Yang Zhao, Hanyu Wang, Qi Zhao, Ziyan Yang, Hao He, Xiangyu Yue^‡, Lu Jiang^‡

^† Project Lead  ^‡ Corresponding Authors

<a href="https://tar.csuhan.com"> <img src="https://img.shields.io/badge/Project-Page-0A66C2?logo=chromewebstore&logoColor=0A66C2" alt="Project Page" /> </a> <a href="http://arxiv.org/abs/2506.18898"> <img src="https://img.shields.io/badge/arXiv-Paper-red?logo=arxiv&logoColor=red" alt="Tar Paper on arXiv" /> </a> <a href="https://huggingface.co/collections/csuhan/tar-68538273b5537d0bee712648"> <img src="https://img.shields.io/badge/HF-Model-yellow?logo=huggingface&logoColor=yellow" alt="Huggingface Model" /> </a> <a href="https://huggingface.co/spaces/csuhan/Tar-7B"> <img src="https://img.shields.io/badge/HF-Space1-yellow?logo=huggingface&logoColor=yellow" alt="Huggingface Space" /> </a> <a href="https://huggingface.co/spaces/csuhan/Tar"> <img src="https://img.shields.io/badge/HF-Space2-yellow?logo=huggingface&logoColor=yellow" alt="Huggingface Space" /> </a> <img src="asset/demos.png" width="80%">

Citation

@article{han2025tar,
  title={Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations}, 
  author={Han, Jiaming and Chen, Hao and Zhao, Yang and Wang, Hanyu and Zhao, Qi and Yang, Ziyan and He, Hao and Yue, Xiangyu and Jiang, Lu},
  journal={arXiv preprint arXiv:2506.18898},
  year={2025},
}

License

This project is licensed under the Apache 2.0 License.