Contrastive Representation Learning: A Framework and Review

Contrastive Learning has recently received interest due to its success in self-supervised representation learning in the computer vision domain. However, the origins of Contrastive Learning date as far back as the 1990s and its development has spanned across many fields and domains including Metric...

Full description

Bibliographic Details
Main Authors: Phuc H. Le-Khac, Graham Healy, Alan F. Smeaton
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9226466/