UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior.

I-Hsiang Chen 1*
Wei-Ting Chen 1,2,4*
Yu-Wei Liu 1
Yuan-Chun Chiang 1
Sy-Yen Kuo 1,3
Ming-Hsuan Yang 4,5
1National Taiwan University 2Microsoft 3Chang Gung University 4UC Merced 5Google Research
(CVPR 2025 Highlight)
Paper arXiv Code Data
UniRestore
Perceptual IR (PIR)
Task-oriented IR (TIR)

BibTeX

@article{chen2025unirestore,
      title={UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior},
      author={Chen, I and Chen, Wei-Ting and Liu, Yu-Wei and Chiang, Yuan-Chun and Kuo, Sy-Yen and Yang, Ming-Hsuan and others},
      journal={arXiv preprint arXiv:2501.13134},
      year={2025}
    }