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Deep learning with hierarchical convolutional factor analysis.
Chen B, Polatkan G, Sapiro G, Blei D, Dunson D, Carin L. Chen B, et al. Among authors: blei d. IEEE Trans Pattern Anal Mach Intell. 2013 Aug;35(8):1887-901. doi: 10.1109/TPAMI.2013.19. IEEE Trans Pattern Anal Mach Intell. 2013. PMID: 23787342 Free PMC article.
A Bayesian Nonparametric Approach to Image Super-Resolution.
Polatkan G, Zhou M, Carin L, Blei D, Daubechies I. Polatkan G, et al. Among authors: blei d. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):346-58. doi: 10.1109/TPAMI.2014.2321404. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353246
Nested Hierarchical Dirichlet Processes.
Paisley J, Wang C, Blei DM, Jordan MI. Paisley J, et al. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):256-70. doi: 10.1109/TPAMI.2014.2318728. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353240
Distance Dependent Infinite Latent Feature Models.
Gershman SJ, Frazier PI, Blei DM. Gershman SJ, et al. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):334-45. doi: 10.1109/TPAMI.2014.2321387. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353245
A topographic latent source model for fMRI data.
Gershman SJ, Blei DM, Pereira F, Norman KA. Gershman SJ, et al. Neuroimage. 2011 Jul 1;57(1):89-100. doi: 10.1016/j.neuroimage.2011.04.042. Epub 2011 Apr 28. Neuroimage. 2011. PMID: 21549204 Free PMC article.
Context, learning, and extinction.
Gershman SJ, Blei DM, Niv Y. Gershman SJ, et al. Psychol Rev. 2010 Jan;117(1):197-209. doi: 10.1037/a0017808. Psychol Rev. 2010. PMID: 20063968 Review.
33 results