Agent-Based Image Restoration

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12 papers3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Look Before You Restore: Learning to Predict Before Acting for Agentic Image Restoration

    Oct 14, 2026Xu Zhang, Jun Wan, Lefei Zhang +1Agent-Based Image RestorationImage Restoration

    Wuhan University · Zhongnan University of Economics and Law

  2. HarnessIR: Harnessing Multimodal Foundation Models for Universal Real-World Image Restoration

    Oct 7, 2026Xiangtao Kong, Shuaizheng Liu, Rongyuan Wu +5Agent-Based Image RestorationImage Restoration

    The Hong Kong Polytechnic University · OPPO Research Institute

  3. EORestore-Agent: Fidelity-Guided Agentic Restoration of Remote Sensing Images with Composite Degradations

    Oct 5, 2026Heli Qi, Zeqi Zhou, Jingjun Yi +5Agent-Based Image RestorationAll-in-One Image Restoration

    Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Fukuoka 808-0135, Japan · RIKEN Center for Advanced Intelligence Project (AIP), RIKEN, Tokyo 103-0027, Japan · Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-8561, Japan +2

  4. SkillIR: Evolving Scene-Aware Skills for Agentic Image Restoration

    Sep 18, 2026Jie Shao, Shengkai Hu, Xu Zhang +4Agent-Based Image RestorationImage Restoration

    Zhongnan University of Economics and Law, Wuhan, China

  5. DocIntent: Answerability-Guided Agentic Restoration for Real-World Document Visual Question Answering

    Aug 29, 2026Zihan Huang, Shihang Wu, Junle Liu +4Agent-Based Image RestorationVisual Question Answering

    South China University of Technology

  6. Self-Evolving Agentic Image Restoration via Deliberate Planning and Intuitive Execution

    Jun 27, 2026Shuang Cui, Fan Ji, Guanglong Sun +4Agent-Based Image RestorationImage Restoration

    Institute of Software, Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences, Beijing, China · School of Life Sciences, Tsinghua University, Beijing, China +1

  7. DiTTo: Scalable Order-aware All-in-One Image Restoration Agent

    May 29, 2026Seungho Choi, Jihyong OhAgent-Based Image RestorationAll-in-One Image Restoration

    CMLab, Chung-Ang University

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

    May 21, 2026Kailin Zhuang, Jiawei Wu, Zhi JinAll-in-One Image RestorationImage Restoration

    School of Intelligent Systems Engineering Shenzhen Campus of Sun Yat-sen University, Guangdong, China · Guangdong Provincial Key Laboratory of Fire Science and Intelligent Emergency Technology, Shenzhen, China

  9. OPERA: An Agent for Image Restoration with End-to-End Joint Planning-Execution Optimization

    May 21, 2026Feng Zhu, Shuyang Xie, Yihan Zeng +2Agent-Based Image RestorationImage Restoration

    Harbin Institute of Technology · Huawei Noah’s Ark Lab

  10. TIR-Agent: Training an Explorative and Efficient Agent for Image Restoration

    Mar 29, 2026Guoli Jia, Yisheng Zhang, Haote Hu +11Tool-Using Vision-Language AgentsImage Restoration

    Tsinghua University, Beijing, China · Data Science & Artificial Intelligence Research Institute, China Unicom, Beijing, China · Hunan University, Changsha, China +2

  11. PaAgent: Portrait-Aware Image Restoration Agent via Subjective-Objective Reinforcement Learning

    Mar 17, 2026Yijian Wang, Qingsen Yan, Jiantao Zhou +2Agent-Based Image RestorationImage Restoration

    School of Computer Science, Northwestern Polytechnical University, Xi’an 710072, China · Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen 518057, China · State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau 999078, China +3

  12. Derain-Agent: A Plug-and-Play Agent Framework for Rainy Image Restoration

    Mar 12, 2026Zhaocheng Yu, Xiang Chen, Runzhe Li +4Agent-Based Image RestorationImage Restoration