Mutual contextual relation-guided dynamic graph networks for cross-modal image-text retrieval

Abstract With the rapid growth of multimodal data on the web, cross-modal retrieval has become increasingly important for applications such as multimedia search and content recommendation. It aims to align visual and textual features to retrieve semantically relevant content across modalities. Howev...

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מידע ביבליוגרפי

Principais autores:	G. Sucharitha, B. J. D. Kalyani, Akella S. Narasimha Raju, V. Sitharamulu, Venkataramana Guntreddi, Sirisha Potluri
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Nature Portfolio 2025-09-01
סדרה:	Scientific Reports
נושאים:	Cross-modal retrieval GCNN ViT BERT Mutual contextual relation Dynamic attention mechanism
גישה מקוונת:	https://doi.org/10.1038/s41598-025-11045-3
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