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Unpaired data empowers association tests.
Gong M, Liu P, Sciurba FC, Stojanov P, Tao D, Tseng GC, Zhang K, Batmanghelich K. Gong M, et al. Among authors: tao d. Bioinformatics. 2021 May 5;37(6):785-792. doi: 10.1093/bioinformatics/btaa886. Bioinformatics. 2021. PMID: 33070196 Free PMC article.
Label-Noise Robust Domain Adaptation.
Yu X, Liu T, Gong M, Zhang K, Batmanghelich K, Tao D. Yu X, et al. Among authors: tao d. Proc Mach Learn Res. 2020 Jul;119:10913-10924. Proc Mach Learn Res. 2020. PMID: 33855300 Free PMC article.
Causal Discovery from Temporally Aggregated Time Series.
Gong M, Zhang K, Schölkopf B, Glymour C, Tao D. Gong M, et al. Among authors: tao d. Uncertain Artif Intell. 2017 Aug;2017:269. Uncertain Artif Intell. 2017. PMID: 29899680 Free PMC article.
Deep Ordinal Regression Network for Monocular Depth Estimation.
Fu H, Gong M, Wang C, Batmanghelich K, Tao D. Fu H, et al. Among authors: tao d. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2018 Jun;2018:2002-2011. doi: 10.1109/CVPR.2018.00214. Epub 2018 Dec 17. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2018. PMID: 31274971 Free PMC article.
Domain Adaptation with Conditional Transferable Components.
Gong M, Zhang K, Liu T, Tao D, Glymour C, Schölkopf B. Gong M, et al. Among authors: tao d. JMLR Workshop Conf Proc. 2016 Jun;48:2839-2848. JMLR Workshop Conf Proc. 2016. PMID: 28239433 Free PMC article.
Large-Cone Nonnegative Matrix Factorization.
Liu T, Gong M, Tao D. Liu T, et al. Among authors: tao d. IEEE Trans Neural Netw Learn Syst. 2017 Sep;28(9):2129-2142. doi: 10.1109/TNNLS.2016.2574748. Epub 2016 Jun 15. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 27323380
1,321 results