A semi-supervised deep learning algorithm combining consistency regularization and manifold regularization

A semi-supervised deep learning algorithm combining consistency regularization and manifold regularization

Semi-supervised learning has been widely used in big data analysis.Currently, one of the hot research topics in semisupervised deep learning is consistency-based methods.However, such methods do not take into account the manifold structure of the data, which may cause a portion of similar samples to...

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Bibliografiske detaljer
Main Authors: Jie WANG, Songyan ZHANG, Jiye LIANG
Format: Article
Sprog:zho
Udgivet: China InfoCom Media Group 2022-05-01
Serier:大数据
Fag:
semi-supervised deep learning;consistency regularization;manifold regularization;smoothness constraint
Online adgang:http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2022027

Internet

http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2022027

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