{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,6]],"date-time":"2025-02-06T05:27:58Z","timestamp":1738819678008,"version":"3.37.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"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":[[2024,12,3]]},"DOI":"10.1109\/bibm62325.2024.10821870","type":"proceedings-article","created":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T20:12:45Z","timestamp":1736539965000},"page":"2659-2666","source":"Crossref","is-referenced-by-count":0,"title":["JojoSCL: Shrinkage Contrastive Learning for single-cell RNA sequence Clustering*"],"prefix":"10.1109","author":[{"given":"Ziwen","family":"Wang","sequence":"first","affiliation":[{"name":"New York University,Courant Institute of Mathematical Sciences,Department of Computer Science,New York City,U.S."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41573-023-00688-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-023-01783-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41576-023-00586-w"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-017-1188-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.4207"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty793"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.3192"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref10","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"Xie"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-019-1837-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07931-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0037-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17037"},{"key":"ref15","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"Chen"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.00304"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-021-04210-8"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btac011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac377"},{"article-title":"Representation learning with contrastive predictive coding","year":"2018","author":"van den Oord","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2930"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2023.3241129"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref24","first-page":"2990","article-title":"Group equivariant convolutional networks","volume-title":"Proceedings of the International Conference on Machine Learning (ICML)","author":"Cohen"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1032526950"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176345632"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00048"},{"key":"ref28","first-page":"4974","article-title":"Can contrastive learning avoid shortcut solutions?","volume":"34","author":"Sun","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","first-page":"6448","article-title":"Rethinking weak supervision in helping contrastive learning","volume-title":"Proceedings of the 40th International Conference on Machine Learning","volume":"202","author":"Cui"},{"article-title":"Do more negative samples necessarily hurt in contrastive learning?","volume-title":"Proceedings of the International Conference on Machine Learning","author":"Awasthi","key":"ref30"},{"key":"ref31","first-page":"70","article-title":"Less can be more in contrastive learning","volume-title":"Proceedings on \"I Can\u2019t Believe It\u2019s Not Better!\" at NeurIPS Workshops","volume":"137","author":"Mitrovic"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0919-5_30"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2307\/2284155"},{"key":"ref34","first-page":"2427","article-title":"Exact Bayesian inference on discrete models via probability generating functions: A probabilistic programming approach","volume":"36","author":"Zaiser","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/nargab\/lqaa039"}],"event":{"name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2024,12,3]]},"location":"Lisbon, Portugal","end":{"date-parts":[[2024,12,6]]}},"container-title":["2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10821710\/10821711\/10821870.pdf?arnumber=10821870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,5]],"date-time":"2025-02-05T18:43:56Z","timestamp":1738781036000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10821870\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/bibm62325.2024.10821870","relation":{},"subject":[],"published":{"date-parts":[[2024,12,3]]}}}