"unified restoration model" Papers

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Degradation-Aware Feature Perturbation for All-in-One Image Restoration

Xiangpeng Tian, Xiangyu Liao, Xiao Liu et al.

CVPR 2025arXiv:2505.12630
16
citations

UniRestore3D: A Scalable Framework For General Shape Restoration

Yuang Wang, Yujian Zhang, Sida Peng et al.

ICLR 2025

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

I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu et al.

CVPR 2025highlightarXiv:2501.13134
17
citations

DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks

Jiaxin Zhang, Dezhi Peng, Chongyu Liu et al.

CVPR 2024arXiv:2405.04408
29
citations