Tir-agent: Training an explorative and efficient agent for image restoration

Yisheng Zhang, Guoli Jia, Haote Hu, Shanxu Zhao, Kaikai Zhao, Long Sun, Xinwei Long, Kai Tian, Che Jiang, Zhaoxiang Liu, et al · 2026 · arXiv 2603.27742

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EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning

cs.CV · 2026-05-21

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EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning cs.CV · 2026-05-21 · unreviewed · ref 18