Hyperspherically Regularized Networks for Self-Supervision

Durrant, Aiden; Leontidis, Georgios

Hyperspherically Regularized Networks for Self-Supervision

dc.contributor.author	Durrant, Aiden
dc.contributor.author	Leontidis, Georgios
dc.contributor.institution	University of Aberdeen.Computing Science	en
dc.contributor.institution	University of Aberdeen.Machine Learning	en
dc.date.accessioned	2022-07-08T14:06:00Z
dc.date.available	2022-07-08T14:06:00Z
dc.date.issued	2022-07-01
dc.description	Acknowledgments This work used the Cirrus UK National Tier-2 HPC Service at EPCC (http://www.cirrus.ac.uk). Access granted through the project: ec173 - Next gen self-supervised learn- ing systems for vision tasks. Open access via Elsevier Agreement	en
dc.description.status	Peer reviewed	en
dc.format.extent	338787
dc.identifier	215675684
dc.identifier	4fcbd722-31b4-4948-8324-6e908132efe2
dc.identifier	85133280465
dc.identifier.citation	Durrant, A & Leontidis, G 2022, 'Hyperspherically Regularized Networks for Self-Supervision', Image and Vision Computing, vol. 124, 104494. https://doi.org/10.1016/j.imavis.2022.104494	en
dc.identifier.doi	10.1016/j.imavis.2022.104494
dc.identifier.issn	0262-8856
dc.identifier.other	ORCID: /0000-0001-6671-5568/work/115777853
dc.identifier.other	ORCID: /0000-0002-8375-4523/work/148047427
dc.identifier.uri	https://hdl.handle.net/2164/18828
dc.identifier.vol	124	en
dc.language.iso	eng
dc.relation.ispartof	Image and Vision Computing	en
dc.subject	Substantive connection via an eligible employment contract	en
dc.subject	SDG 9 - Industry, Innovation, and Infrastructure	en
dc.subject	2040 Data and Artificial Intelligence	en
dc.subject	Self-supervised learning	en
dc.subject	Representation learning	en
dc.subject	Representation separability	en
dc.subject	Image classification	en
dc.subject	QA75 Electronic computers. Computer science	en
dc.subject	Supplementary Data	en
dc.subject.lcc	QA75	en
dc.title	Hyperspherically Regularized Networks for Self-Supervision	en
dc.type	Journal article	en

Files

Original bundle

Now showing 1 - 1 of 1

Name:: Durrant_final_version.pdf
Size:: 330.85 KB
Format:: Adobe Portable Document Format

Download

Collections

All research