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Mingyuan Zhou
Mingyuan Zhou
Associate Professor, University of Texas at Austin
mccombs.utexas.edu의 이메일 확인됨 - 홈페이지
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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
4282012
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
M Zhou, H Chen, J Paisley, L Ren, G Sapiro, L Carin
NIPS 2009, 2009
3082009
Beta-Negative Binomial Process and Poisson Factor Analysis
M Zhou, L Hannah, D Dunson, L Carin
AISTATS 2012, 2011
2582011
Negative binomial process count and mixture modeling
M Zhou, L Carin
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2), 307-320, 2015
2222015
Masking: A New Perspective of Noisy Supervision
B Han, J Yao, G Niu, M Zhou, I Tsang, Y Zhang, M Sugiyama
NeurIPS 2018, 2018
1432018
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction
M Zhou
AISTATS 2015, 2015
1392015
Dictionary Learning for Noisy and Incomplete Hyperspectral Images
Z Xing, M Zhou, A Castrodad, G Sapiro, L Carin
SIAM Journal on Imaging Sciences 5, 33, 2012
1322012
Lognormal and Gamma Mixed Negative Binomial Regression
M Zhou, L Li, D Dunson, L Carin
ICML 2012, 2012
1212012
Meta-Learning without Memorization
M Yin, G Tucker, M Zhou, S Levine, C Finn
ICLR 2020, 2019
1172019
A Bayesian nonparametric approach to image super-resolution
G Polatkan, M Zhou, L Carin, D Blei, I Daubechies
Pattern Analysis and Machine Intelligence, IEEE Transactions on 37 (2), 346-358, 2015
952015
Semi-Implicit Variational Inference
M Yin, M Zhou
ICML 2018, 2018
902018
Dependent hierarchical beta process for image interpolation and denoising
M Zhou, H Yang, G Sapiro, D Dunson, L Carin
AISTATS 2011, 2011
882011
Augmentable gamma belief networks
M Zhou, Y Cong, B Chen
Journal of Machine Learning Research 17 (163), 1-44, 2016
722016
Variational graph recurrent neural networks
E Hajiramezanali, A Hasanzadeh, K Narayanan, N Duffield, M Zhou, ...
NeurIPS 2019, 10701-10711, 2019
692019
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices
A Acharya, J Ghosh, M Zhou
AISTATS 2015, 2015
692015
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling
H Zhang, B Chen, D Guo, M Zhou
ICLR 2018, 2018
652018
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
A Schein, M Zhou, DM Blei, H Wallach
ICML 2016, 2016
642016
The Contextual Focused Topic Model
X Chen, M Zhou, L Carin
ACM SIGKDD 2012, 2012
622012
Nonparametric Bayesian matrix completion
M Zhou, C Wang, M Chen, J Paisley, D Dunson, L Carin
Proc. IEEE SAM, 2010
602010
Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning & Mixture Modeling
DE Carlson, JT Vogelstein, Q Wu, W Lian, M Zhou, CR Stoetzner, D Kipke, ...
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 61, 2014
592014
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학술자료 1–20