A Survey on Contrastive Self-Supervised Learning

Self-supervised learning has gained popularity because of its ability to avoid the cost of annotating large-scale datasets. It is capable of adopting self-defined pseudolabels as supervision and use the learned representations for several downstream tasks. Specifically, contrastive learning has rece...

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Bibliographic Details
Main Authors: Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Debapriya Banerjee, Fillia Makedon
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Technologies
Subjects:
Online Access:https://www.mdpi.com/2227-7080/9/1/2