Tool-Using Vision-Language Agents

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15 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Beyond Pixels: Introspective and Interactive Grounding for Visualization Agents

    Apr 22, 2026Yiyang Lu, Woong Shin, Ahmad Maroof Karimi +3Scientific VisualizationData Visualization

    William & Mary · Oak Ridge National Laboratory

  2. ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards

    Apr 22, 2026Wentao Yan, Shengqin Wang, Huichi Zhou +4Multimodal IRProcess Reward Models

    East China Normal University · Huawei Noah’s Ark Lab · University College London +2

  3. Automatic Slide Updating with User-Defined Dynamic Templates and Natural Language Instructions

    Apr 20, 2026Kun Zhou, Jiakai He, Wenmian Yang +3Tool-Using Vision-Language AgentsWorkflow Automation

    School of Artificial Intelligence, Beijing Normal University, Beijing, PR China · Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, PR China · Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, PR China +1

  4. Waking Up Blind: Cold-Start Optimization of Supervision-Free Agentic Trajectories for Grounded Visual Perception

    Apr 19, 2026Ashutosh Bajpai, Tamal Majumder, Akshay Nambi +1Reinforcement LearningTool-Using Vision-Language Agents

    Indian Institute of Technology Delhi, India · Microsoft Research, India · Indian Institute of Technology Abu Dhabi, UAE

  5. RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography

    Apr 16, 2026Mélanie Roschewitz, Kenneth Styppa, Yitian Tao +10Radiology Report GenerationHealthcare

    Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland · ETH AI Center, Zurich, Switzerland · Department of Computer Science, ETH Zurich, Zurich, Switzerland +5

  6. 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

  7. OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents

    Feb 19, 2026Akashah Shabbir, Muhammad Umer Sheikh, Muhammad Akhtar Munir +8Remote SensingGeospatial Reasoning

    Mohamed bin Zayed University of AI, United Arab Emirates · IBM Research, Europe · Linköping University, Sweden +2

  8. Agentic Very Long Video Understanding

    Jan 26, 2026Aniket Rege, Arka Sadhu, Yuliang Li +5Question AnsweringEgocentric Video Understanding

    Reality Labs Research at Meta · University of Wisconsin-Madison · Work done during internship at Meta

  9. VLM-CAD: VLM-Optimized Collaborative Agent Design Workflow for Analog Circuit Sizing

    Jan 12, 2026Guanyuan Pan, Shuai Wang, Yugui Lin +4Bayesian OptimizationElectronic Design Automation

    Hangzhou Dianzi University, China · SCBC, Guangdong University of Foreign Studies, China · University of Cambridge, United Kingdom

  10. Agentic Scene Policies

    Sep 23, 2025Sacha Morin, Kumaraditya Gupta, Mahtab Sandhu +4Robot Policy GeneralizationRobot Learning

    Université de Montréal · Mila - Quebec AI Institute · Sapienza University of Rome

  11. RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent

    Jun 11, 2024Wenjia Xu, Zijian Yu, Boyang Mu +3Multimodal RAGMultimodal Large Language Models

    State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China · City University of HongKong, Hong Kong 999077, China · School of Geographic Sciences, Hunan Normal University, Changsha 410081, China