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Convergence of deep convolutional neural networks

Neural networks, 2022-09, Vol.153, p.553-563

2022

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Fabrication and Actuation Performance of Selective Laser Melting Additive-Manufactured Active Shape-Memory Alloy Honeycomb Arrays

Actuators, 2022-09, Vol.11 (9), p.242

2022

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Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths

IEEE transactions on information theory, 2024-10, Vol.70 (10), p.7125-7142

2024

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On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks

Frontiers in mechanical engineering, 2024-07, Vol.10

2024

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Convergence of deep ReLU networks

Neurocomputing (Amsterdam), 2024-02, Vol.571, p.127174, Article 127174

2024

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Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors

IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2007-08, Vol.54 (8), p.1788-1799

2007

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Regularization in a functional reproducing kernel Hilbert space

Journal of Complexity, 2021-10, Vol.66, p.101567, Article 101567

2021

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Deterministic convergence of an online gradient method for BP neural networks

IEEE transaction on neural networks and learning systems, 2005-05, Vol.16 (3), p.533-540

2005

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A duality approach to regularized learning problems in Banach spaces

Journal of Complexity, 2024-04, Vol.81, p.101818, Article 101818

2024

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A Higher-Order Polynomial Method for SPECT Reconstruction

IEEE transactions on medical imaging, 2019-05, Vol.38 (5), p.1271-1283

2019

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H-BLAST: a fast protein sequence alignment toolkit on heterogeneous computers with GPUs

Bioinformatics (Oxford, England), 2017-04, Vol.33 (8), p.1130-1138

2017

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Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs

IEEE transactions on medical imaging, 2021-08, Vol.40 (8), p.2080-2091

2021

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Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm

SIAM journal on imaging sciences, 2020-01, Vol.13 (3), p.1595-1629

2020

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A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction

IEEE transactions on medical imaging, 2019-09, Vol.38 (9), p.2114-2126

2019

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A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction

IEEE transactions on medical imaging, 2022-11, Vol.41 (11), p.3289-3300

2022

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Fast discrete algorithms for sparse Fourier expansions of high dimensional functions

Journal of Complexity, 2010-02, Vol.26 (1), p.51-81

2010

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B-spline quasi-interpolation on sparse grids

Journal of Complexity, 2011-10, Vol.27 (5), p.466-488

2011

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Approximation of high-dimensional kernel matrices by multilevel circulant matrices

Journal of Complexity, 2010-08, Vol.26 (4), p.375-405

2010

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Orthogonal polynomial expansions on sparse grids

Journal of Complexity, 2014-12, Vol.30 (6), p.683-715

2014

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Fabrication and properties of PZT piezoelectric ceramic tubes with large length–diameter ratio

Ceramics international, 2014-09, Vol.40 (8), p.13019-13024

2014

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Optimal learning of bandlimited functions from localized sampling

Journal of Complexity, 2009-04, Vol.25 (2), p.85-114

2009

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The Marangoni convection and the oxygen concentration in Czochralski-grown silicon

Journal of crystal growth, 2003-07, Vol.254 (3), p.298-304

2003

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Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs

Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019, Vol.11769, p.801-809

2019

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The cell structures in the large diameter semi-insulating gallium arsenide single crystal

Materials science in semiconductor processing, 2006-02, Vol.9 (1), p.399-402

2006

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Oxide precipitation behavior in heavily doped silicon wafer after rapid thermal process

Materials science in semiconductor processing, 2006-02, Vol.9 (1), p.78-81

2006

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Convergence of deep convolutional neural networks

Fabrication and Actuation Performance of Selective Laser Melting Additive-Manufactured Active Shape-Memory Alloy Honeycomb Arrays

Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths

On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks

Convergence of deep ReLU networks

Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors

Regularization in a functional reproducing kernel Hilbert space

Deterministic convergence of an online gradient method for BP neural networks

A duality approach to regularized learning problems in Banach spaces

A Higher-Order Polynomial Method for SPECT Reconstruction

H-BLAST: a fast protein sequence alignment toolkit on heterogeneous computers with GPUs

Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs

Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm

A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction

A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction

Fast discrete algorithms for sparse Fourier expansions of high dimensional functions

B-spline quasi-interpolation on sparse grids

Approximation of high-dimensional kernel matrices by multilevel circulant matrices

Orthogonal polynomial expansions on sparse grids

Fabrication and properties of PZT piezoelectric ceramic tubes with large length–diameter ratio

Optimal learning of bandlimited functions from localized sampling

The Marangoni convection and the oxygen concentration in Czochralski-grown silicon

Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs

The cell structures in the large diameter semi-insulating gallium arsenide single crystal

Oxide precipitation behavior in heavily doped silicon wafer after rapid thermal process

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