{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,3]],"date-time":"2026-10-03T17:30:20Z","timestamp":1791048620417,"version":"4.1.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Lett."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/lsp.2025.3610549","type":"journal-article","created":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T17:37:05Z","timestamp":1758044225000},"page":"3730-3734","source":"Crossref","is-referenced-by-count":1,"title":["Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1502-5548","authenticated-orcid":false,"given":"Ali","family":"Javidani","sequence":"first","affiliation":[{"name":"School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5283-263X","authenticated-orcid":false,"given":"Babak Nadjar","family":"Araabi","sequence":"additional","affiliation":[{"name":"School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad Amin","family":"Sadeghi","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"LoDisc: Learning global-local discriminative features for self-supervised fine-grained visual recognition","author":"Shi","year":"2024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02178"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3067635"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5555\/3495724.3497510"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2025.3567834"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.5445959","article-title":"Seeing the whole in the parts in self-supervised representation learning","author":"Aubret","year":"2025"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00272"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-025-04020-y"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00817"},{"key":"ref15","first-page":"9912","article-title":"Unsupervised learning of visual features by contrasting cluster assignments","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Caron","year":"2020"},{"key":"ref16","first-page":"1","article-title":"Prototypical contrastive learning of unsupervised representations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00676"},{"key":"ref18","first-page":"6792","article-title":"Self-supervised representation learning from random data projectors","volume-title":"Proc. 12th Int. Conf. Learn. Representations","author":"Sui","year":"2024"},{"key":"ref19","first-page":"34748","article-title":"Probabilistic self-supervised learning via scoring rules minimization","volume-title":"Proc. 12th Int. Conf. Learn. Representations","author":"Vahidi","year":"2024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3380065"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671914"},{"key":"ref22","article-title":"Beyond pairwise correlations: Higher-order redundancies in self-supervised representation learning","author":"Zollikofer","year":"2024"},{"key":"ref23","first-page":"12310","article-title":"Barlow twins: Self-supervised learning via redundancy reduction","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Zbontar","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3215086"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2020.2985586"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2024.3525398"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2025.3548160"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122807"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3375398"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00945"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3406907"},{"key":"ref32","first-page":"26624","article-title":"Understanding augmentation-based self-supervised representation learning via RKHS approximation","volume-title":"Proc. 12th Int. Conf. Learn. Representations","author":"Zhai","year":"2024"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01513"},{"key":"ref34","first-page":"1","article-title":"Efficient self-supervised vision transformers for representation learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2022"},{"key":"ref35","first-page":"5453","article-title":"Representation learning on graphs with jumping knowledge networks","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","author":"Xu","year":"2018"},{"key":"ref36","article-title":"Self-supervised graph neural networks without explicit negative sampling","author":"Kefato","year":"2021"},{"key":"ref37","first-page":"1","article-title":"Large-scale representation learning on graphs via bootstrapping","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Thakoor","year":"2022"},{"key":"ref38","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00277"},{"key":"ref41","first-page":"1","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kipf","year":"2017"},{"issue":"20","key":"ref42","first-page":"10","article-title":"Graph attention networks","volume":"1050","author":"Velickovic","year":"2017","journal-title":"Stat"},{"key":"ref43","first-page":"1025","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Hamilton","year":"2017"},{"key":"ref44","first-page":"1","article-title":"How powerful are graph neural networks?","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Xu","year":"2019"}],"container-title":["IEEE Signal Processing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/97\/10802935\/11165219.pdf?arnumber=11165219","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T17:41:51Z","timestamp":1759772511000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11165219\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/lsp.2025.3610549","relation":{},"ISSN":["1070-9908","1558-2361"],"issn-type":[{"value":"1070-9908","type":"print"},{"value":"1558-2361","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}