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Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning.
Qu L, Zhou Y, Liang PP, Xia Y, Wang F, Adeli E, Fei-Fei L, Rubin D. Qu L, et al. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022 Jun;2022:10051-10061. doi: 10.1109/cvpr52688.2022.00982. Epub 2022 Sep 27. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022. PMID: 36624800 Free PMC article.
Metadata Normalization.
Lu M, Zhao Q, Zhang J, Pohl KM, Fei-Fei L, Niebles JC, Adeli E. Lu M, et al. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2021 Jun;2021:10912-10922. doi: 10.1109/cvpr46437.2021.01077. Epub 2021 Nov 2. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2021. PMID: 34776724 Free PMC article.
Embodied intelligence via learning and evolution.
Gupta A, Savarese S, Ganguli S, Fei-Fei L. Gupta A, et al. Nat Commun. 2021 Oct 6;12(1):5721. doi: 10.1038/s41467-021-25874-z. Nat Commun. 2021. PMID: 34615862 Free PMC article.
Representation Learning with Statistical Independence to Mitigate Bias.
Adeli E, Zhao Q, Pfefferbaum A, Sullivan EV, Fei-Fei L, Niebles JC, Pohl KM. Adeli E, et al. IEEE Winter Conf Appl Comput Vis. 2021 Jan;2021:2512-2522. doi: 10.1109/wacv48630.2021.00256. Epub 2021 Jun 14. IEEE Winter Conf Appl Comput Vis. 2021. PMID: 34522832 Free PMC article.
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.
Lu M, Zhao Q, Poston KL, Sullivan EV, Pfefferbaum A, Shahid M, Katz M, Kouhsari LM, Schulman K, Milstein A, Niebles JC, Henderson VW, Fei-Fei L, Pohl KM, Adeli E. Lu M, et al. Med Image Anal. 2021 Oct;73:102179. doi: 10.1016/j.media.2021.102179. Epub 2021 Jul 21. Med Image Anal. 2021. PMID: 34340101 Free PMC article.
47 results