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- Currently displaying 201 - 220 of 335 publications
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification
– IEEE Transactions on Geoscience and Remote Sensing
(2020)
58,
4180
(doi: 10.1109/tgrs.2019.2961599)
Deeply learned spectral total variation decomposition
– Advances in Neural Information Processing Systems
(2020)
2020-December,
Tuning-free plug-and-play proximal algorithm for inverse imaging problems
– 37th International Conference on Machine Learning, ICML 2020
(2020)
PartF168147-14,
10089
Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review.
– CoRR
(2020)
abs/2008.06388,
Improving a Stochastic Algorithm for Regularized PET Image Reconstruction
– 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
(2020)
00,
1
Classification of Human Gait Acceleration Data Using Convolutional Neural Networks
– International Journal of Innovative Computing, Information and Control
(2020)
16,
609
(doi: 10.24507/ijicic.16.02.609)
Rational neural networks
– Advances in Neural Information Processing Systems
(2020)
2020-December,
(doi: 10.17863/CAM.92936)
Dim the Lights! -- Low-Rank Prior Temporal Data for Specular-Free Video
Recovery
(2019)
Linkage Between Piecewise Constant Mumford--Shah Model and Rudin--Osher--Fatemi Model and Its Virtue in Image Segmentation
– SIAM Journal on Scientific Computing
(2019)
41,
b1310
(doi: 10.1137/18m1202980)
Deep learning as optimal control problems: Models and numerical methods
– Journal of Computational Dynamics
(2019)
6,
171
(doi: 10.3934/jcd.2019009)
Bifurcation analysis of stationary solutions of two-dimensional coupled
Gross-Pitaevskii equations using deflated continuation
(2019)
Faster PET reconstruction with non-smooth priors by randomization and preconditioning
– Physics in Medicine and Biology
(2019)
64,
225019
(doi: 10.1088/1361-6560/ab3d07)
Nonparametric Bayesian posterior contraction rates for scalar diffusions with high-frequency data
– Bernoulli
(2019)
25,
2696
(doi: 10.3150/18-bej1067)
Stability analysis of line patterns of an anisotropic interaction model
– SIAM Journal on Applied Dynamical Systems
(2019)
18,
1798
(doi: 10.1137/18m1181638)
GraphX $^\mathbf{\small NET } -$ N E T - Chest X-Ray Classification Under Extreme Minimal Supervision
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2019)
11769 LNCS,
504
(doi: 10.1007/978-3-030-32226-7_56)
On an effective multigrid solver for solving a class of variational problems with application to image segmentation
– International Journal of Computer Mathematics
(2019)
97,
2015
RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect
– Proceedings of the IEEE International Conference on Computer Vision
(2019)
00,
7303
(doi: 10.1109/iccv.2019.00740)
Artificial intelligence in clinical imaging: a health system approach.
– Clin Radiol
(2019)
75,
3
(doi: 10.1016/j.crad.2019.09.122)
Phase diagrams of liquid-phase mixing in multi-component metal-organic framework glasses constructed by quantitative elemental nano-tomography
– APL Materials
(2019)
7,
091111
(doi: 10.1063/1.5120093)