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- Currently displaying 141 - 160 of 335 publications
Choose Your Path Wisely: Gradient Descent in a Bregman Distance Framework
– SIAM Journal on Imaging Sciences
(2021)
14,
814
(doi: 10.1137/20M1357500)
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep
Semi-Supervised Classification
– IEEE Transactions on Neural Networks and Learning Systems 2022
(2021)
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation.
– CoRR
(2021)
abs/2106.03755,
72
(doi: 10.1109/WACV51458.2022.00015)
Deep learning as optimal control problems
– IFAC-PapersOnLine
(2021)
54,
620
(doi: 10.1016/j.ifacol.2021.06.124)
Structure-preserving deep learning
– European Journal of Applied Mathematics
(2021)
32,
888
(doi: 10.1017/s0956792521000139)
An end-to-end Optical Character Recognition approach for ultra-low-resolution printed text images.
– CoRR
(2021)
abs/2105.04515,
Data-driven discovery of Green's functions with human-understandable
deep learning
(2021)
Adversarially Learned Iterative Reconstruction for Imaging Inverse Problems
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2021)
12679 LNCS,
540
(doi: 10.1007/978-3-030-75549-2_43)
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
– Nature biomedical engineering
(2021)
5,
509
(doi: 10.1038/s41551-021-00704-1)
Dynamic spectral residual superpixels
– Pattern Recognition
(2021)
112,
107705
(doi: 10.1016/j.patcog.2020.107705)
An optimal complexity spectral method for Navier--Stokes simulations in
the ball
(2021)
Mechanisms Underlying Vascular Endothelial Growth Factor Receptor Inhibition–Induced Hypertension
– Hypertension
(2021)
77,
1591
Multi-Task Deep Learning for Image Segmentation Using Recursive Approximation Tasks.
– IEEE Transactions on Image Processing
(2021)
30,
3555
(doi: 10.1109/tip.2021.3062726)
Machine learning for COVID-19 diagnosis and prognostication: lessons for amplifying the signal whilst reducing the noise
– Radiology Artificial Intelligence
(2021)
3,
e210011
(doi: 10.1148/ryai.2021210011)
Bifurcation analysis of two-dimensional Rayleigh--Bénard convection
using deflation
(2021)
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient
Spectral Normalization
(2021)
Accurate numerical simulation of electrodiffusion and water movement in
brain tissue
(2021)
Empirical Bayes cumulative $\ell$-value multiple testing procedure for
sparse sequences
(2021)