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DICEPTION: A Generalist Diffusion Model for Vision Perception

📖 Project Page | 📄 Paper Link | 🤗 Huggingface Demo

One single model solves multiple perception tasks, on par with SOTA!

🎫 License

For academic use, this project is licensed under the 2-clause BSD License. For commercial use, please contact Chunhua Shen.

🖊️ Citation

@misc{zhao2025diceptiongeneralistdiffusionmodel,
      title={DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks}, 
      author={Canyu Zhao and Mingyu Liu and Huanyi Zheng and Muzhi Zhu and Zhiyue Zhao and Hao Chen and Tong He and Chunhua Shen},
      year={2025},
      eprint={2502.17157},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2502.17157}, 
}