Heuristic Attention Representation Learning for Self-Supervised Pretraining

Recently, self-supervised learning methods have been shown to be very powerful and efficient for yielding robust representation learning by maximizing the similarity across different augmented views in embedding vector space. However, the main challenge is generating different views with random crop...

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Bibliographic Details
Main Authors: Van Nhiem Tran, Shen-Hsuan Liu, Yung-Hui Li, Jia-Ching Wang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/14/5169