DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning

DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning

Self-supervised learning (SSL) has gained remarkable success, for which contrastive learning (CL) plays a key role. However, the recent development of new non-CL frameworks has achieved comparable or better performance with high improvement potential, prompting researchers to enhance these framework...

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Autori principali: Thanh Nguyen, Trung Xuan Pham, Chaoning Zhang, Tung M. Luu, Thang Vu, Chang D. Yoo
Natura: Articolo
Lingua:English
Pubblicazione: IEEE 2023-01-01
Serie:IEEE Access
Soggetti:
Self-supervise learning
computer vision
contrastive learning
deep learning
transfer learning
Accesso online:https://ieeexplore.ieee.org/document/10014996/

Accesso online

https://ieeexplore.ieee.org/document/10014996/

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