DeliCIR: Deliberative Test-Time Evolutionary Hierarchical Multi-Agents for Composed Image Retrieval 文章

ArXiv CS.CV2026-05-26NEWSen作者: Xingtian Pei, Yukun Song, Changwei Wang, Shunpeng Chen, Rongtao Xu, Shengpeng Xu, Shibiao Xu
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DeliCIR: Deliberative Test-Time Evolutionary Hierarchical Multi-Agents for Composed Image Retrieval · 相关技术

相关技术

PLA远程代码执行（RCE）multi-agent architectureexecevalUCTTeraTest-Time ScalingTTSSpatial Pivot-Aligned Coordinate-free Embedding (SPACE)Scaling lawSPASEMReferring expression comprehension (REC)Parts-of-Speech (POS) tagsOWLMulti-AgentISPHISForEffort Metric AttentionComposed image retrievalANNAgent