Author

Xu Wu

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Preprint Sep 2026

SkillIR: Evolving Scene-Aware Skills for Agentic Image Restoration

SkillIR is proposed, a skill-guided framework that represents restoration experience as degradation-centered action evidence rather than complete tool-use trajectories rather than complete tool-use trajectories and improves restoration quality and enables more reliable and effective tool use.

Jie Shao, Sheng-Kai Hu, Xu Zhang et al. · 0 citations