{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T15:15:25Z","timestamp":1780326925698,"version":"3.54.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"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":[[2021,1,10]]},"DOI":"10.1109\/icpr48806.2021.9413131","type":"proceedings-article","created":{"date-parts":[[2021,5,6]],"date-time":"2021-05-06T02:15:54Z","timestamp":1620267354000},"page":"5145-5152","source":"Crossref","is-referenced-by-count":51,"title":["N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding"],"prefix":"10.1109","author":[{"given":"Ryan","family":"McConville","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raul","family":"Santos-Rodriguez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert J","family":"Piechocki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ian","family":"Craddock","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.556"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref11","author":"jabi","year":"2018","journal-title":"Deep clustering On the link between discriminative models and k-means"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/273"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289588"},{"key":"ref15","author":"kingma","year":"2014","journal-title":"Adam A method for stochastic optimization"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.05.019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref18","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref19","author":"mcinnes","year":"2018","journal-title":"Umap Uniform manifold approximation and projection for dimension reduction"},{"key":"ref28","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 Machine Learning ser Proceedings of Machine Learning Research"},{"key":"ref4","first-page":"226","article-title":"A density-based algorithm for discovering clusters a density-based algorithm for discovering clusters in large spatial databases with noise","author":"ester","year":"1996","journal-title":"Proceedings of the Second International Conference on Knowledge Discovery and Data Mining ser KDD'96 AAAI Press"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0146672"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.626"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2911833"},{"key":"ref29","first-page":"3861","article-title":"Towards k-means-friendly spaces: Simultaneous deep learning and clustering","author":"yang","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning-Volume 70"},{"key":"ref5","first-page":"5736","article-title":"Deep clustering via joint convolutional autoencoder embedding and relative entropy minimization","author":"ghasedi dizaji","year":"2017","journal-title":"Proceedings of the IEEE International Conference on Computer Vision"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1033"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/243"},{"key":"ref2","first-page":"132","article-title":"Deep clustering for unsupervised learning of visual features","author":"caron","year":"2018","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00098"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014610"},{"key":"ref22","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","author":"ng","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"ref21","first-page":"807","article-title":"Rectified linear units improve restricted boltzmann machines","author":"nair","year":"2010","journal-title":"Proceedings of the 27th International Conference on International Conference on Machine Learning ser ICML'10 USA Omnipress"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-73003-5_196"},{"key":"ref26","article-title":"Recent advances in autoencoder-based representation learning","author":"tschannen","year":"2018","journal-title":"3rd workshop on Bayesian Deep Learning (NeurIPS 2018)"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"}],"event":{"name":"2020 25th International Conference on Pattern Recognition (ICPR)","location":"Milan, Italy","start":{"date-parts":[[2021,1,10]]},"end":{"date-parts":[[2021,1,15]]}},"container-title":["2020 25th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9411940\/9411911\/09413131.pdf?arnumber=9413131","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:40:44Z","timestamp":1652197244000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9413131\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,10]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icpr48806.2021.9413131","relation":{},"subject":[],"published":{"date-parts":[[2021,1,10]]}}}