Triadic temporal-semantic alignment for weakly-supervised video moment retrieval

Triadic temporal-semantic alignment for weakly-supervised video moment retrieval

Video Moment Retrieval (VMR) aims to identify specific event moments within untrimmed videos based on natural language queries. Existing VMR methods have been criticized for relying heavily on moment annotation bias rather than true multi-modal alignment reasoning. Weakly supervised VMR approaches i...

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Bibliographic Details
Main Authors: LIU, Jin, XIE, JiaLong, ZHOU, Fengyu, HE, Shengfeng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Weakly supervised learning
Video moment retrieval
Temporal-semantic alignment
Graphics and Human Computer Interfaces
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/9286
https://ink.library.smu.edu.sg/context/sis_research/article/10286/viewcontent/ssrn_4726553.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9286
https://ink.library.smu.edu.sg/context/sis_research/article/10286/viewcontent/ssrn_4726553.pdf

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