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arXiv — cs.AI

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Collaborative Memory for Multi-Agent VLM Systems

Vision-language model (VLM) agents combine specialized perception, tools, and reasoning to address complex visual tasks. In multi-agent settings, different agents inspect different image regions, video frames, or visual representations, so collaboration extends beyond…

arXiv — cs.AIBy: Huixin Zhang, Shao-Jun Xia, Di Wang, Liangxi Liu, Hainan Xiong, Zihao WangSeptember 17, 2026 (Sep 17)
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  • Vision-language model (VLM) agents combine specialized perception, tools, and reasoning to address complex visual tasks
  • In multi-agent settings, different agents inspect different image regions, video frames, or visual representations, so collaboration extends beyond…
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Collaborative Memory for Multi-Agent VLM Systems

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