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2019 2
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Page 1
Visualizing structure and transitions in high-dimensional biological data.
Moon KR, van Dijk D, Wang Z, Gigante S, Burkhardt DB, Chen WS, Yim K, Elzen AVD, Hirn MJ, Coifman RR, Ivanova NB, Wolf G, Krishnaswamy S. Moon KR, et al. Nat Biotechnol. 2019 Dec;37(12):1482-1492. doi: 10.1038/s41587-019-0336-3. Epub 2019 Dec 3. Nat Biotechnol. 2019. PMID: 31796933 Free PMC article.
Harmonic Alignment.
Stanley JS 3rd, Gigante S, Wolf G, Krishnaswamy S. Stanley JS 3rd, et al. Proc SIAM Int Conf Data Min. 2020;2020:316-324. doi: 10.1137/1.9781611976236.36. Proc SIAM Int Conf Data Min. 2020. PMID: 33723496 Free PMC article.
Geometry Regularized Autoencoders.
Duque AF, Morin S, Wolf G, Moon KR. Duque AF, et al. IEEE Trans Pattern Anal Mach Intell. 2023 Jun;45(6):7381-7394. doi: 10.1109/TPAMI.2022.3222104. Epub 2023 May 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 36374884 Free PMC article.
MagNet: A Neural Network for Directed Graphs.
Zhang X, He Y, Brugnone N, Perlmutter M, Hirn M. Zhang X, et al. Adv Neural Inf Process Syst. 2021 Dec;34:27003-27015. Adv Neural Inf Process Syst. 2021. PMID: 36046111 Free PMC article.
MULTIMODAL DATA VISUALIZATION AND DENOISING WITH INTEGRATED DIFFUSION.
Kuchroo M, Godavarthi A, Tong A, Wolf G, Krishnaswamy S. Kuchroo M, et al. IEEE Int Workshop Mach Learn Signal Process. 2021 Oct;2021:10.1109/mlsp52302.2021.9596214. doi: 10.1109/mlsp52302.2021.9596214. Epub 2021 Nov 15. IEEE Int Workshop Mach Learn Signal Process. 2021. PMID: 35340810 Free PMC article.
Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity.
Brunet-Ratnasingham E, Morin S, Randolph HE, Labrecque M, Bélair J, Lima-Barbosa R, Pagliuzza A, Marchitto L, Hultström M, Niessl J, Cloutier R, Sreng Flores AM, Brassard N, Benlarbi M, Prévost J, Ding S, Anand SP, Sannier G, Marks A, Wågsäter D, Bareke E, Zeberg H, Lipcsey M, Frithiof R, Larsson A, Zhou S, Nakanishi T, Morrison D, Vezina D, Bourassa C, Gendron-Lepage G, Medjahed H, Point F, Richard J, Larochelle C, Prat A, Cunningham JL, Arbour N, Durand M, Richards JB, Moon K, Chomont N, Finzi A, Tétreault M, Barreiro L, Wolf G, Kaufmann DE. Brunet-Ratnasingham E, et al. Nat Commun. 2024 May 16;15(1):4177. doi: 10.1038/s41467-024-48556-y. Nat Commun. 2024. PMID: 38755196 Free PMC article.
GEOMETRIC SCATTERING ATTENTION NETWORKS.
Min Y, Wenkel F, Wolf G. Min Y, et al. Proc IEEE Int Conf Acoust Speech Signal Process. 2021 Jun;2021:8518-8522. doi: 10.1109/icassp39728.2021.9414557. Epub 2021 May 13. Proc IEEE Int Conf Acoust Speech Signal Process. 2021. PMID: 34849105 Free PMC article.
DATA-DRIVEN LEARNING OF GEOMETRIC SCATTERING MODULES FOR GNNS.
Tong A, Wenkel F, Macdonald K, Krishnaswamy S, Wolf G. Tong A, et al. IEEE Int Workshop Mach Learn Signal Process. 2021 Oct;2021:10.1109/mlsp52302.2021.9596169. doi: 10.1109/mlsp52302.2021.9596169. Epub 2021 Nov 15. IEEE Int Workshop Mach Learn Signal Process. 2021. PMID: 36945315 Free PMC article.
LEARNING GENERAL TRANSFORMATIONS OF DATA FOR OUT-OF-SAMPLE EXTENSIONS.
Amodio M, van Dijk D, Wolf G, Krishnaswamy S. Amodio M, et al. IEEE Int Workshop Mach Learn Signal Process. 2020 Sep;2020:10.1109/mlsp49062.2020.9231660. doi: 10.1109/mlsp49062.2020.9231660. Epub 2020 Oct 20. IEEE Int Workshop Mach Learn Signal Process. 2020. PMID: 34557339 Free PMC article.
37 results