{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T19:47:32Z","timestamp":1730231252045,"version":"3.28.0"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"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":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095856","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T13:28:30Z","timestamp":1683293310000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Supercm: Revisiting Clustering for Semi-Supervised Learning"],"prefix":"10.1109","author":[{"given":"Durgesh","family":"Singh","sequence":"first","affiliation":[{"name":"UiT The Arctic University of Norway,Department of Physics and Technology,Tromsø"}]},{"given":"Ahc\u00e8ne","family":"Boubekki","sequence":"additional","affiliation":[{"name":"UiT The Arctic University of Norway,Department of Physics and Technology,Tromsø"}]},{"given":"Robert","family":"Jenssen","sequence":"additional","affiliation":[{"name":"UiT The Arctic University of Norway,Department of Physics and Technology,Tromsø"}]},{"given":"Michael C.","family":"Kampffmeyer","sequence":"additional","affiliation":[{"name":"UiT The Arctic University of Norway,Department of Physics and Technology,Tromsø"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-021-06015-5"},{"article-title":"A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions","year":"2022","author":"zhou","key":"ref12"},{"key":"ref15","article-title":"Deep clustering for unsupervised learning of visual features","author":"caron","year":"2018","journal-title":"European Conference on Computer Vision (ECCV)"},{"key":"ref14","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","volume":"48","author":"xie","year":"2016","journal-title":"Proceedings of the 33rd International Conference on International Conference on Machine Learning (ICML)"},{"key":"ref20","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00156"},{"key":"ref22","article-title":"UMAP: uniform manifold approximation and projection for dimension reduction","volume":"abs 1802 3426","author":"mcinnes","year":"2018","journal-title":"Computing Research Repository (CoRR)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01139"},{"key":"ref21","first-page":"876","article-title":"Averaging weights leads to wider optima and better generalization","author":"izmailov","year":"2018","journal-title":"Thirty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2020192224"},{"key":"ref17","first-page":"3235","article-title":"Realistic evaluation of deep semi-supervised learning algorithms","volume":"2018 december","author":"oliver","year":"2018","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref16","article-title":"Prototypical contrastive learning of unsupervised representations","author":"li","year":"2021","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref19","first-page":"87.1","article-title":"Wide residual networks","author":"zagoruyko","year":"2016","journal-title":"Proceedings of the British Machine Vision Conference (BMVC)"},{"article-title":"Learning multiple layers of features from tiny images","year":"2009","author":"krizhevsky","key":"ref18"},{"key":"ref8","article-title":"Semi-supervised learning by entropy minimization","author":"grandvalet","year":"2005","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref7","article-title":"There are many consistent explanations of unlabeled data: Why you should average","author":"athiwaratkun","year":"2019","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref9","article-title":"Pseudo-label : The simple and efficient semi-supervised learning method for deep neural networks","author":"lee","year":"2013","journal-title":"ICML 2013 Workshop Challenges in Representation Learning (WREPL)"},{"key":"ref4","first-page":"1196","article-title":"Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results","volume":"2017 december","author":"tarvainen","year":"2017","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref3","article-title":"A survey on deep semi-supervised learning","volume":"abs 2103 550","author":"yang","year":"2021","journal-title":"Computing Research Repository (CoRR)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858821"},{"key":"ref5","article-title":"Temporal ensembling for semi-supervised learning","author":"laine","year":"2017","journal-title":"5th International Conference on Learning Representations (ICLR)"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10095856.pdf?arnumber=10095856","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T14:09:54Z","timestamp":1700489394000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095856\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095856","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}