Compressive Sensing by Learning a Gaussian Mixture Model From Measurements
Jianbo Yang, Xuejun Liao, Xin Yuan, Llull, Patrick, Brady, David J., Sapiro, Guillermo, Carin, Lawrence
Published in IEEE transactions on image processing (01.01.2015)
Published in IEEE transactions on image processing (01.01.2015)
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Journal Article
On Classification with Incomplete Data
Williams, D., Xuejun Liao, Ya Xue, Carin, L., Krishnapuram, B.
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2007)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2007)
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Journal Article
Detection of Unexploded Ordnance via Efficient Semisupervised and Active Learning
Qiuhua Liu, Xuejun Liao, Carin, L.
Published in IEEE transactions on geoscience and remote sensing (01.09.2008)
Published in IEEE transactions on geoscience and remote sensing (01.09.2008)
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Journal Article
Semisupervised Multitask Learning
Liu, Qiuhua, Liao, Xuejun, Li, Hui, Stack, Jason R., Carin, Lawrence
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2009)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2009)
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Journal Article
Low-Cost Compressive Sensing for Color Video and Depth
Xin Yuan, Llull, Patrick, Xuejun Liao, Jianbo Yang, Brady, David J., Sapiro, Guillermo, Carin, Lawrence
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
Active Learning and Basis Selection for Kernel-Based Linear Models: A Bayesian Perspective
Paisley, John, Xuejun Liao, Carin, Lawrence
Published in IEEE transactions on signal processing (01.05.2010)
Published in IEEE transactions on signal processing (01.05.2010)
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Journal Article
Classification of Unexploded Ordnance Using Incomplete Multisensor Multiresolution Data
Williams, D., Chunping Wang, Xuejun Liao, Carin, L.
Published in IEEE transactions on geoscience and remote sensing (01.07.2007)
Published in IEEE transactions on geoscience and remote sensing (01.07.2007)
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Journal Article
Adaptive temporal compressive sensing for video
Xin Yuan, Jianbo Yang, Llull, Patrick, Xuejun Liao, Sapiro, Guillermo, Brady, David J., Carin, Lawrence
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
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Conference Proceeding
Identification of ground targets from sequential high-range-resolution radar signatures
Xuejun Liao, Runkle, P., Carin, L.
Published in IEEE transactions on aerospace and electronic systems (01.10.2002)
Published in IEEE transactions on aerospace and electronic systems (01.10.2002)
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Journal Article
An active learning approach for rapid characterization of endothelial cells in human tumors
Padmanabhan, Raghav K, Somasundar, Vinay H, Griffith, Sandra D, Zhu, Jianliang, Samoyedny, Drew, Tan, Kay See, Hu, Jiahao, Liao, Xuejun, Carin, Lawrence, Yoon, Sam S, Flaherty, Keith T, Dipaola, Robert S, Heitjan, Daniel F, Lal, Priti, Feldman, Michael D, Roysam, Badrinath, Lee, William M F
Published in PloS one (06.03.2014)
Published in PloS one (06.03.2014)
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Journal Article
Gaussian mixture model for video compressive sensing
Jianbo Yang, Xin Yuan, Xuejun Liao, Llull, Patrick, Sapiro, Guillermo, Brady, David J., Carin, Lawrence
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
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Conference Proceeding
Active learning for detection of mine-like objects in side-scan sonar imagery
Dura, E., Yan Zhang, Xuejun Liao, Dobeck, G.J., Carin, L.
Published in IEEE journal of oceanic engineering (01.04.2005)
Published in IEEE journal of oceanic engineering (01.04.2005)
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Journal Article
Nonparametric Bayesian feature selection for multi-task learning
Hui Li, Xuejun Liao, Carin, Lawrence
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
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Conference Proceeding
Kernel-Matching Pursuits With Arbitrary Loss Functions
Stack, J.R., Dobeck, G.J., Xuejun Liao, Carin, L.
Published in IEEE transactions on neural networks (01.03.2009)
Published in IEEE transactions on neural networks (01.03.2009)
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Journal Article
Coded aperture compressive temporal imaging
Llull, Patrick, Liao, Xuejun, Yuan, Xin, Yang, Jianbo, Kittle, David, Carin, Lawrence, Sapiro, Guillermo, Brady, David J
Published in Optics express (06.05.2013)
Published in Optics express (06.05.2013)
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Journal Article