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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

👁 Project Page
👁 Tar Paper on arXiv
👁 Huggingface Model
👁 Huggingface Space
👁 Huggingface Space
👁 Image

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},
}