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John W. Paisley - Publications

Affiliations: 
Electrical Engineering Columbia University, New York, NY 
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28 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
2020 Fu X, Wang W, Huang Y, Ding X, Paisley J. Deep Multiscale Detail Networks for Multiband Spectral Image Sharpening. Ieee Transactions On Neural Networks and Learning Systems. PMID 32484781 DOI: 10.1109/Tnnls.2020.2996498  0.329
2020 Gultekin S, Saha A, Ratnaparkhi A, Paisley J. MBA: Mini-Batch AUC Optimization. Ieee Transactions On Neural Networks and Learning Systems. PMID 32142457 DOI: 10.1109/Tnnls.2020.2969527  0.376
2020 Sun L, Wang J, Huang Y, Ding X, Greenspan H, Paisley J. An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection. Ieee Journal of Biomedical and Health Informatics. PMID 31905155 DOI: 10.1109/Jbhi.2020.2964016  0.346
2020 Lin H, Li Y, Fu X, Ding X, Huang Y, Paisley J. Rain O’er Me: Synthesizing Real Rain to Derain With Data Distillation Ieee Transactions On Image Processing. 29: 7668-7680. DOI: 10.1109/Tip.2020.3005517  0.355
2020 Sun L, Wu Y, Shu B, Ding X, Cai C, Huang Y, Paisley JW. A dual-domain deep lattice network for rapid MRI reconstruction Neurocomputing. 397: 94-107. DOI: 10.1016/J.Neucom.2020.01.063  0.34
2019 Sun L, Ma W, Ding X, Huang Y, Liang D, Paisley J. A 3D Spatially-Weighted Network for Segmentation of Brain Tissue from MRI. Ieee Transactions On Medical Imaging. PMID 31449009 DOI: 10.1109/Tmi.2019.2937271  0.309
2019 Sun L, Fan Z, Ding X, Huang Y, Paisley J. Region-of-interest undersampled MRI reconstruction: A deep convolutional neural network approach. Magnetic Resonance Imaging. PMID 31352015 DOI: 10.1016/J.Mri.2019.07.010  0.325
2019 Fu X, Liang B, Huang Y, Ding X, Paisley J. Lightweight Pyramid Networks for Image Deraining. Ieee Transactions On Neural Networks and Learning Systems. PMID 31329133 DOI: 10.1109/Tnnls.2019.2926481  0.344
2019 Sun L, Fan Z, Ding X, Cai C, Huang Y, Paisley J. A Divide-and-Conquer Approach to Compressed Sensing MRI. Magnetic Resonance Imaging. PMID 31306732 DOI: 10.1016/J.Mri.2019.06.014  0.341
2019 Sun L, Fan Z, Fu X, Huang Y, Ding X, Paisley J. A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31295112 DOI: 10.1109/Tip.2019.2925288  0.433
2019 Gultekin S, Paisley J. Online Forecasting Matrix Factorization Ieee Transactions On Signal Processing. 67: 1223-1236. DOI: 10.1109/Tsp.2018.2889982  0.426
2018 Cao X, Zhou F, Xu L, Meng D, Xu Z, Paisley J. Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 27: 2354-2367. PMID 29470171 DOI: 10.1109/Tip.2018.2799324  0.411
2017 Fu X, Huang J, Ding X, Liao Y, Paisley J. Clearing the Skies: A deep network architecture for single-image rain streaks removal. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28410108 DOI: 10.1109/Tip.2017.2691802  0.334
2016 Fu X, Zeng D, Huang Y, Liao Y, Ding X, Paisley J. A fusion-based enhancing method for weakly illuminated images Signal Processing. 129: 82-96. DOI: 10.1016/J.Sigpro.2016.05.031  0.34
2015 Broderick T, Mackey L, Paisley J, Jordan MI. Combinatorial Clustering and the Beta Negative Binomial Process. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 290-306. PMID 26353242 DOI: 10.1109/Tpami.2014.2318721  0.401
2015 Paisley J, Wang C, Blei DM, Jordan MI. Nested Hierarchical Dirichlet Processes. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 256-70. PMID 26353240 DOI: 10.1109/Tpami.2014.2318728  0.641
2014 Huang Y, Paisley J, Lin Q, Ding X, Fu X, Zhang XP. Bayesian nonparametric dictionary learning for compressed sensing MRI. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 5007-19. PMID 25265609 DOI: 10.1109/Tip.2014.2360122  0.456
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  0.703
2012 Paisley J, Wang C, Blei DM. The Discrete Infinite Logistic Normal Distribution Bayesian Analysis. 7: 997-1034. DOI: 10.1214/12-Ba734  0.663
2011 Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Corrections to “Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds” [Dec 10 6140-6155] Ieee Transactions On Signal Processing. 59: 1329-1329. DOI: 10.1109/Tsp.2011.2107810  0.683
2010 Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 58: 6140-6155. PMID 23894225 DOI: 10.1109/Tsp.2010.2070796  0.721
2010 Chen B, Chen M, Paisley J, Zaas A, Woods C, Ginsburg GS, Hero A, Lucas J, Dunson D, Carin L. Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies. Bmc Bioinformatics. 11: 552. PMID 21062443 DOI: 10.1186/1471-2105-11-552  0.657
2010 Pruteanu-Malinici I, Ren L, Paisley J, Wang E, Carin L. Hierarchical bayesian modeling of topics in time-stamped documents. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 996-1011. PMID 20431127 DOI: 10.1109/Tpami.2009.125  0.695
2010 Paisley J, Liao X, Carin L. Active Learning and Basis Selection for Kernel-Based Linear Models: A Bayesian Perspective Ieee Transactions On Signal Processing. 58: 2686-2700. DOI: 10.1109/Tsp.2010.2042491  0.543
2009 Paisley J, Carin L. Hidden Markov Models With Stick-Breaking Priors Ieee Transactions On Signal Processing. 57: 3905-3917. DOI: 10.1109/Tsp.2009.2024987  0.571
2008 Ni K, Paisley J, Carin L, Dunson D. Multi-Task Learning for Analyzing and Sorting Large Databases of Sequential Data Ieee Transactions On Signal Processing. 56: 3918-3931. DOI: 10.1109/Tsp.2008.924798  0.576
2007 Qi Y, Paisley JW, Carin L. Music analysis using hidden Markov mixture models Ieee Transactions On Signal Processing. 55: 5209-5224. DOI: 10.1109/Tsp.2007.898782  0.747
2007 Qi Y, Paisley JW, Carin L. Dirichlet process HMM mixture models with application to music analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II465-II468. DOI: 10.1109/ICASSP.2007.366273  0.74
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