Cap4Bridge: Caption-Guided Cross-Modal Contextualization With Stochastic Augmentation for Text-Video Retrieval

A key challenge in text-video retrieval is bridging the semantic gap between information-rich videos and concise text queries. Existing methods often address this by incorporating auxiliary captions from Large Language Models (LLMs) or employing stochastic modeling. However, these approaches face cr...

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Bibliografiske detaljer

Principais autores:	Minju Jeon, Hyungee Kim, Si-Woo Kim, Youngtaek Oh, Soeun Lee, Dong-Jin Kim
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2026-01-01
Serier:	IEEE Access
Fag:	Computer vision text-video retrieval cross-modal learning semantic alignment
Online adgang:	https://ieeexplore.ieee.org/document/11474843/
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