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Object-Centric Learning with Capsule Networks : A Survey

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dc.contributor.authorDe Sousa Ribeiro, Fabio
dc.contributor.authorDuarte, Kevin
dc.contributor.authorEverett, Miles Anthony
dc.contributor.authorLeontidis, Georgios
dc.contributor.authorShah, Mubarak
dc.contributor.institutionUniversity of Aberdeen.Vice Principalsen
dc.contributor.institutionUniversity of Aberdeen.Machine Learningen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Natural & Computing Sciencesen
dc.date.accessioned2024-07-25T10:19:01Z
dc.date.available2024-07-25T10:19:01Z
dc.date.issued2024-07-22
dc.descriptionThe authors would like to thank all reviewers, and especially Professor Chris Williams from the School of Informatics of the University of Edinburgh, who provided constructive feedback and ideas on how to improve this work.en
dc.description.statusPeer revieweden
dc.format.extent43
dc.format.extent8733586
dc.identifier290559026
dc.identifiera88c624d-76ab-4565-93eb-1dacc3d8a4d2
dc.identifier85200568681
dc.identifier.citationDe Sousa Ribeiro, F, Duarte, K, Everett, M A, Leontidis, G & Shah, M 2024, 'Object-Centric Learning with Capsule Networks : A Survey', ACM Computing Surveys, vol. 56, no. 11, 291. https://doi.org/10.1145/3674500en
dc.identifier.doi10.1145/3674500
dc.identifier.iss11en
dc.identifier.issn0360-0300
dc.identifier.otherORCID: /0000-0001-6671-5568/work/162727372
dc.identifier.urihttps://hdl.handle.net/2164/23914
dc.identifier.vol56en
dc.language.isoeng
dc.relation.ispartofACM Computing Surveysen
dc.subjectAcademic.en
dc.subjectUniversity of Central Floridaen
dc.subject2040 Data and Artificial Intelligenceen
dc.subjectdeep learningen
dc.subjectcapsule neural networksen
dc.subjectDeep neural networksen
dc.subjectconvolutional neural networksen
dc.subjectTransformersen
dc.subjectrouting-by-agreementen
dc.subjectself-attentionen
dc.subjectrepresentation learningen
dc.subjectobject-centric learningen
dc.subjectgenerative modelsen
dc.subjectComputer visionen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subject.lccQA75en
dc.titleObject-Centric Learning with Capsule Networks : A Surveyen
dc.typeJournal articleen

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