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Jul, 2024
HyCIR: 利用合成标签增强零样本组合图像检索
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels
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Yingying Jiang, Hanchao Jia, Xiaobing Wang, Peng Hao
TL;DR
本文提出了一种使用合成标签来提升零样本图像检索性能的混合检索方法(HyCIR),使用了合成CIR三元组和对比学习两种策略,实现了在CIRR和CIRCO等常见图像检索基准中的零样本任务的最新性能。
Abstract
composed image retrieval
(CIR) aims to retrieve images based on a query image with text. Current
zero-shot cir
(ZS-CIR) methods try to solve CIR tasks without using expensive triplet-labeled training datasets. Ho
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