Partial annotation-based video moment retrieval via iterative learning

Partial annotation-based video moment retrieval via iterative learning

Given a descriptive language query, Video Moment Retrieval (VMR) aims to seek the corresponding semantic-consistent moment clip in the video, which is represented as a pair of the start and end timestamps. Although current methods have achieved satisfying performance, training these models heavily r...

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Bibliographic Details
Main Authors: JI, Wei, LIANG, Renjie, LIAO, Lizi, FEI, Hao, FENG, Fuli
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Current
Coarse guidance
Iterative learning
Labour-intensive
Performance
Pseudo label
Query video
Retrieval methods
Time-stamp
Video moment retrieval
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/8585
https://ink.library.smu.edu.sg/context/sis_research/article/9588/viewcontent/Partial_Annotation_based_Video_Moment_Retrieval_via_Iterative_Learning.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8585
https://ink.library.smu.edu.sg/context/sis_research/article/9588/viewcontent/Partial_Annotation_based_Video_Moment_Retrieval_via_Iterative_Learning.pdf

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