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- Jacquelyn Shelton
aka: Jacquelyn A. Shelton
Hong Kong Polytechnic University
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Publication search results
found 12 matches
- 2021
- Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich:
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors. CoRR abs/2105.01998 (2021) - Jacquelyn Shelton, Przemyslaw Polewski, Wei Yao:
In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery. CoRR abs/2105.02406 (2021) - Jacquelyn A. Shelton, Przemyslaw Polewski, Wei Yao, Marco Heurich:
A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. CoRR abs/2112.02725 (2021) - 2020
- Jacquelyn Shelton, Przemyslaw Polewski, Wei Yao:
U-net for learning and inference of dense representation of multiple air pollutants from satellite imagery. CI 2020: 128-133 - 2018
- Jacquelyn A. Shelton:
Large-scale approximate EM-style learning and inference in generative graphical models for sparse coding. Technical University of Berlin, Germany, 2018 - 2017
- Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton
:
GP-Select: Accelerating EM Using Adaptive Subspace Preselection. Neural Comput. 29(8): 2177-2202 (2017) - 2014
- Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke:
A truncated EM approach for spike-and-slab sparse coding. J. Mach. Learn. Res. 15(1): 2653-2687 (2014) - Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton:
GP-select: Accelerating EM using adaptive subspace preselection. CoRR abs/1412.3411 (2014) - 2012
- Jacquelyn A. Shelton, Philip Sterne, Jörg Bornschein, Abdul-Saboor Sheikh, Jörg Lücke:
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding. NIPS 2012: 2285-2293 - 2011
- Matthew B. Blaschko
, Jacquelyn A. Shelton, Andreas M. Bartels
, Christoph H. Lampert, Arthur Gretton
:
Semi-supervised kernel canonical correlation analysis with application to human fMRI. Pattern Recognit. Lett. 32(11): 1572-1583 (2011) - Jacquelyn A. Shelton, Jörg Bornschein, Abdul-Saboor Sheikh, Pietro Berkes
, Jörg Lücke:
Select and Sample - A Model of Efficient Neural Inference and Learning. NIPS 2011: 2618-2626 - 2009
- Matthew B. Blaschko, Jacquelyn A. Shelton, Andreas M. Bartels:
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity. NIPS 2009: 126-134
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