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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yi-He Zhao

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Preprint Oct 2026

From Transformation to Target State: Rethinking Query Representation for Zero-Shot Composed Image Retrieval

Composed image retrieval (CIR) aims to retrieve a desired target image from a query consisting of a reference image and a modification text. This task exhibits an unusual representational asymmetry: the modification text specifies a transition from the reference state, whereas retrieval candidates depict completed targ...

Yi-He Zhao, Song-He Feng · 0 citations

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