עקוב אחר
John Paisley
John Paisley
Columbia University
כתובת אימייל מאומתת בדומיין columbia.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Stochastic variational inference‏
MD Hoffman, DM Blei, C Wang, J Paisley‏
Journal of Machine Learning Research 14 (1), 1303-1347, 2013‏
32172013
Removing rain from single images via a deep detail network‏
X Fu, J Huang, D Zeng, Y Huang, X Ding, J Paisley‏
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017‏
12572017
Clearing the skies: A deep network architecture for single-image rain removal‏
X Fu, J Huang, X Ding, Y Liao, J Paisley‏
IEEE Transactions on Image Processing 26 (6), 2944-2956, 2017‏
9412017
A fusion-based enhancing method for weakly illuminated images‏
X Fu, D Zeng, Y Huang, Y Liao, X Ding, J Paisley‏
Signal Processing 129, 82-96, 2016‏
7192016
PanNet: A deep network architecture for pan-sharpening‏
J Yang, X Fu, Y Hu, Y Huang, X Ding, J Paisley‏
IEEE International Conference on Computer Vision (ICCV), 2017‏
7112017
Variational Bayesian Inference with Stochastic Search‏
J Paisley, DM Blei, MI Jordan‏
International Conference on Machine Learning (ICML), 2012‏
6312012
Online variational inference for the hierarchical Dirichlet process‏
C Wang, J Paisley, D Blei‏
Artificial Intelligence and Statistics (AISTATS), 2011‏
5562011
Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images‏
M Zhou, H Chen, J Paisley, L Ren, L Li, Z Xing, D Dunson, G Sapiro, ...‏
IEEE Transactions on Image Processing 21 (1), 130-144, 2012‏
4702012
Lightweight pyramid networks for image deraining‏
X Fu, B Liang, Y Huang, X Ding, J Paisley‏
IEEE Transactions on Neural Networks and Learning Systems, 2019‏
4052019
Nonparametric factor analysis with beta process priors‏
J Paisley, L Carin‏
International Conference on Machine Learning (ICML), 2009‏
3652009
Non-parametric Bayesian dictionary learning for sparse image representations‏
M Zhou, H Chen, J Paisley, L Ren, G Sapiro, L Carin‏
Advances in Neural Information Processing Systems, 2009‏
3362009
Hyperspectral image classification with Markov random fields and a convolutional neural network‏
X Cao, F Zhou, L Xu, D Meng, Z Xu, J Paisley‏
IEEE Transactions on image processing 27 (5), 2354-2367, 2018‏
3352018
Nested hierarchical Dirichlet processes‏
J Paisley, C Wang, DM Blei, MI Jordan‏
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2), 256-270, 2015‏
3132015
Topicrnn: A recurrent neural network with long-range semantic dependency‏
AB Dieng, C Wang, J Gao, J Paisley‏
International Conference on Learning Representations (ICLR), 2017‏
2992017
Fully supervised speaker diarization‏
A Zhang, Q Wang, Z Zhu, J Paisley, C Wang‏
IEEE International Conference on Acoustics, Speech and Signal Processing, 2019‏
2772019
Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds‏
M Chen, J Silva, J Paisley, C Wang, D Dunson, L Carin‏
IEEE Transactions on Signal Processing 58 (12), 6140-6155, 2010‏
2092010
Variational Inference via Upper Bound Minimization‏
AB Dieng, D Tran, R Ranganath, J Paisley, D Blei‏
Advances in Neural Information Processing Systems, 2017‏
1882017
Global explanations of neural networks: Mapping the landscape of predictions‏
M Ibrahim, M Louie, C Modarres, J Paisley‏
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 279-287, 2019‏
180*2019
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI‏
Y Huang, J Paisley, Q Lin, X Ding, X Fu, XP Zhang‏
IEEE Transactions on Image Processing 23 (12), 5007-5019, 2014‏
1632014
An adversarial learning approach to medical image synthesis for lesion detection‏
L Sun, J Wang, Y Huang, X Ding, H Greenspan, J Paisley‏
IEEE journal of biomedical and health informatics 24 (8), 2303-2314, 2020‏
1362020
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מאמרים 1–20