Less is More: Concise Retrieval and Critic-based Re-ranking for Composed Image Retrieval.

arXiv:2610.27538v1 Announce Type: cross Abstract: Zero-shot composed image retrieval (ZS-CIR) aims to retrieve a target image based on a reference image and modification text. Recent approaches commonly rely on large vision-language models to generate target i