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composed image retrieval 1fine-grained context learning 1image retrieval 1multimodal large language models 1two-stage fine-tuning 1

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20242026
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cs.MM2025

A Comprehensive Survey on Composed Image Retrieval

Xuemeng Song, Haoqiang Lin, Haokun Wen +3

Composed Image Retrieval (CIR) is an emerging yet challenging task that allows users to search for target images using a multimodal query, comprising a reference image and a modifi…