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An Effective Optimization Method for Machine Learning Based on ADAM

Applied sciences, 2020-02, Vol.10 (3), p.1073

2020

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A Novel Learning Rate Schedule in Optimization for Neural Networks and It’s Convergence

Symmetry (Basel), 2020-04, Vol.12 (4), p.660

2020

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Analysis of Recurrent Neural Network and Predictions

Symmetry (Basel), 2020-04, Vol.12 (4), p.615

2020

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An Enhanced Optimization Scheme Based on Gradient Descent Methods for Machine Learning

Symmetry (Basel), 2019-07, Vol.11 (7), p.942

2019

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An Enhanced Algorithm of RNN Using Trend in Time-Series

Symmetry (Basel), 2019-07, Vol.11 (7), p.912

2019

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An Adaptive Optimization Method Based on Learning Rate Schedule for Neural Networks

Applied sciences, 2021-01, Vol.11 (2), p.850

2021

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A mass conservative scheme for solving the Vlasov–Poisson equation using characteristic curve

Journal of computational and applied mathematics, 2017-11, Vol.324, p.1-16

2017

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An Iterative Scheme for Total Variation-Based Image Denoising

Journal of scientific computing, 2014-03, Vol.58 (3), p.648-671

Yi, Dokkyun

2014

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Characterizing Facial Expressions in Males and Females by Using Branch Length Similarity Entropy

Journal of the Korean Physical Society, 2011, 58(2), , pp.377-380

2011

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An Algorithm for image removals and decompositions without inverse matrices

Journal of computational and applied mathematics, 2009-03, Vol.225 (2), p.428-439

Yi, Dokkyun

2009

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Fourth-order partial differential equations for image enhancement

Applied mathematics and computation, 2006-04, Vol.175 (1), p.430-440

2006

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Mortar method for nonconforming finite elements

Applied mathematics and computation, 2005-08, Vol.167 (1), p.650-669

2005

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Development of semi-Lagrangian gyrokinetic code for full-f turbulence simulation in general tokamak geometry

Journal of computational physics, 2015-02, Vol.283, p.518-540

2015

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An effective method for solving nonlinear equations and its application

Applied mathematics and computation, 2013-09, Vol.220, p.568-579

2013

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Nonlinear Partial Differential Equations for Noise Problems

Advances in imaging and electron physics, 2010-01, Vol.164, p.329-343

2010

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Experimental Study on Image Interpolation for Concealed Object Detection

2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017, p.501-504

2017

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Characterizing Facial Expressions in Males and Females by Using Branch Length Similarity Entropy

Journal of the Korean Physical Society, 2011-02, p.377-380

2011

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Robust Deep Support Vector Data Description for Unreliable Data

2022 IEEE/ACIS 7th International Conference on Big Data, Cloud Computing, and Data Science (BCD), 2022, p.124-129

2022

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Convergence of a fixed point iteration method for the OSV model

Applied mathematics and computation, 2009-11, Vol.215 (5), p.1780-1790

2009

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AN ITERATION FREE BACKWARD SEMI-LAGRANGIAN SCHEME FOR GUIDING CENTER PROBLEMS

SIAM journal on numerical analysis, 2015-01, Vol.53 (1), p.619-643

2015

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WENO 방법을 이용한 UHD TV 화질 개선

디지털융복합연구, 2018, 16(4), , pp.149-155

2018

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디지털 전산모사를 위한 방법론 비교분석

디지털융복합연구, 2015, 13(9), , pp.209-218

2015

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An Effective Optimization Method for Machine Learning Based on ADAM

A Novel Learning Rate Schedule in Optimization for Neural Networks and It’s Convergence

Analysis of Recurrent Neural Network and Predictions

An Enhanced Optimization Scheme Based on Gradient Descent Methods for Machine Learning

An Enhanced Algorithm of RNN Using Trend in Time-Series

An Adaptive Optimization Method Based on Learning Rate Schedule for Neural Networks

A mass conservative scheme for solving the Vlasov–Poisson equation using characteristic curve

An Iterative Scheme for Total Variation-Based Image Denoising

Characterizing Facial Expressions in Males and Females by Using Branch Length Similarity Entropy

An Algorithm for image removals and decompositions without inverse matrices

Fourth-order partial differential equations for image enhancement

Mortar method for nonconforming finite elements

Development of semi-Lagrangian gyrokinetic code for full-f turbulence simulation in general tokamak geometry

An effective method for solving nonlinear equations and its application

Nonlinear Partial Differential Equations for Noise Problems

Experimental Study on Image Interpolation for Concealed Object Detection

Characterizing Facial Expressions in Males and Females by Using Branch Length Similarity Entropy

Robust Deep Support Vector Data Description for Unreliable Data

Convergence of a fixed point iteration method for the OSV model

AN ITERATION FREE BACKWARD SEMI-LAGRANGIAN SCHEME FOR GUIDING CENTER PROBLEMS

WENO 방법을 이용한 UHD TV 화질 개선

디지털 전산모사를 위한 방법론 비교분석

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