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Representation learning: a review and new perspectives.
Bengio Y, Courville A, Vincent P. Bengio Y, et al. Among authors: vincent p. IEEE Trans Pattern Anal Mach Intell. 2013 Aug;35(8):1798-828. doi: 10.1109/TPAMI.2013.50. IEEE Trans Pattern Anal Mach Intell. 2013. PMID: 23787338 Review.
Learning eigenfunctions links spectral embedding and kernel PCA.
Bengio Y, Delalleau O, Le Roux N, Paiement JF, Vincent P, Ouimet M. Bengio Y, et al. Among authors: vincent p. Neural Comput. 2004 Oct;16(10):2197-219. doi: 10.1162/0899766041732396. Neural Comput. 2004. PMID: 15333211 Free article.
Evaluating Deep Neural Network Architectures with Transfer Learning for Pneumonitis Diagnosis.
Krishnamurthy S, Srinivasan K, Qaisar SM, Vincent PMDR, Chang CY. Krishnamurthy S, et al. Among authors: vincent pmdr. Comput Math Methods Med. 2021 Sep 12;2021:8036304. doi: 10.1155/2021/8036304. eCollection 2021. Comput Math Methods Med. 2021. Retraction in: Comput Math Methods Med. 2023 Aug 9;2023:9858237. doi: 10.1155/2023/9858237 PMID: 34552660 Free PMC article. Retracted.
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.
Knoll F, Zbontar J, Sriram A, Muckley MJ, Bruno M, Defazio A, Parente M, Geras KJ, Katsnelson J, Chandarana H, Zhang Z, Drozdzalv M, Romero A, Rabbat M, Vincent P, Pinkerton J, Wang D, Yakubova N, Owens E, Zitnick CL, Recht MP, Sodickson DK, Lui YW. Knoll F, et al. Among authors: vincent p. Radiol Artif Intell. 2020 Jan 29;2(1):e190007. doi: 10.1148/ryai.2020190007. Radiol Artif Intell. 2020. PMID: 32076662 Free PMC article.
1,074 results