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Mingyuan Zhou, Ph.D. - Publications

Affiliations: 
2013 Electrical and Computer Engineering Duke University, Durham, NC 
Area:
Electronics and Electrical Engineering, Statistics, Computer Science
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Zhang H, Wang C, Wang Z, Duan Z, Chen B, Zhou M, Henao R, Carin L. Learning Hierarchical Document Graphs From Multilevel Sentence Relations. Ieee Transactions On Neural Networks and Learning Systems. PMID 34591772 DOI: 10.1109/TNNLS.2021.3113297  0.413
2021 Wang C, Chen B, Xiao S, Wang Z, Zhang H, Wang P, Han N, Zhou M. Multimodal Weibull Variational Autoencoder for Jointly Modeling Image-Text Data. Ieee Transactions On Cybernetics. PMID 33909580 DOI: 10.1109/TCYB.2021.3070881  0.329
2020 Dadaneh SZ, de Figueiredo P, Sze SH, Zhou M, Qian X. Bayesian gamma-negative binomial modeling of single-cell RNA sequencing data. Bmc Genomics. 21: 585. PMID 32900358 DOI: 10.1186/S12864-020-06938-8  0.324
2020 Zhang H, Chen B, Cong Y, Guo D, Liu H, Zhou M. Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750790 DOI: 10.1109/Tpami.2020.3003660  0.384
2018 Ye J, Ji Y, Zhou M, Kang SB, Yu J. Content Aware Image Pre-Compensation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994299 DOI: 10.1109/Tpami.2018.2839115  0.356
2018 Zhou M. Nonparametric Bayesian Negative Binomial Factor Analysis Bayesian Analysis. 13: 1065-1093. DOI: 10.1214/17-Ba1070  0.347
2018 Dadaneh SZ, Qian X, Zhou M. BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data Journal of the American Statistical Association. 113: 81-94. DOI: 10.1080/01621459.2017.1328358  0.363
2017 Zhou M, Favaro S, Walker SG. Frequency of Frequencies Distributions and Size-Dependent Exchangeable Random Partitions Journal of the American Statistical Association. 112: 1623-1635. DOI: 10.1080/01621459.2016.1222290  0.319
2016 Zhou M, Padilla OHM, Scott JG. Priors for Random Count Matrices Derived from a Family of Negative Binomial Processes Journal of the American Statistical Association. 111: 1144-1156. DOI: 10.1080/01621459.2015.1075407  0.362
2015 Polatkan G, Zhou M, Carin L, Blei D, Daubechies I. A Bayesian Nonparametric Approach to Image Super-Resolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 346-58. PMID 26353246 DOI: 10.1109/Tpami.2014.2321404  0.605
2015 Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 307-20. PMID 26353243 DOI: 10.1109/Tpami.2013.211  0.561
2013 Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 24144977  0.531
2012 Zhou M, Li L, Dunson D, Carin L. Lognormal and Gamma Mixed Negative Binomial Regression. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2012: 1343-1350. PMID 25279391  0.49
2012 Zhou M, Chen H, Paisley J, Ren L, Li L, Xing Z, Dunson D, Sapiro G, Carin L. Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 130-44. PMID 21693421 DOI: 10.1109/Tip.2011.2160072  0.522
2012 Xing Z, Zhou M, Castrodad A, Sapiro G, Carin L. Dictionary learning for noisy and incomplete hyperspectral images Siam Journal On Imaging Sciences. 5: 33-56. DOI: 10.1137/110837486  0.574
2010 Paisley J, Zhou M, Sapiro G, Carin L. Nonparametric image interpolation and dictionary learning using spatially-dependent dirichlet and beta process priors Proceedings - International Conference On Image Processing, Icip. 1869-1872. DOI: 10.1109/ICIP.2010.5653350  0.624
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