Generalization capacity of natural language video localization (NLVL) models

Generalization capacity of natural language video localization (NLVL) models

Generalization is a critical feature of any machine learning model. Natural Language Video Localization (NLVL) tasks involve processing diverse video content, text queries, and timestamp distributions, making generalization a crucial aspect of model performance. Many NLVL datasets, such as Charades-...

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Bibliographic Details
Main Author: Dhanyamraju, Harsh Rao
Other Authors: Sun Aixin
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Temporal sentence grounding in video
Natural language video localisation
Generalization
Multimodal
Video moment retrieval
Bias
Deep learning
Artificial intelligence
NLVL
TSGV
VMR
Charades-STA-merged
Charades-ego-STA
Charades-STA
Computer vision
Natural language processing
Information retrieval
Online Access:https://hdl.handle.net/10356/175072

Internet

https://hdl.handle.net/10356/175072

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