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MAGRes-UNet: Improved Medical Image Segmentation Through a Deep Learning Paradigm of Multi-Attention Gated Residual U-Net

IEEE access, 2024, Vol.12, p.40290-40310

2024

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Explainable Deep Learning Approach for Multi-Class Brain Magnetic Resonance Imaging Tumor Classification and Localization Using Gradient-Weighted Class Activation Mapping

Information (Basel), 2023-12, Vol.14 (12), p.642

2023

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Improving sign-algorithm convergence rate using natural gradient for lossless audio compression

EURASIP journal on audio, speech, and music processing, 2022-05, Vol.2022 (1), p.1-15, Article 12

2022

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Deep Feature Compression Using Spatio-Temporal Arrangement Toward Collaborative Intelligent World

IEEE transactions on circuits and systems for video technology, 2022-06, Vol.32 (6), p.3934-3946

2022

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Circuit2Graph: Circuits With Graph Neural Networks

IEEE access, 2024, Vol.12, p.51818-51827

2024

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Sample structure prediction from measured XPS data using Bayesian estimation and SESSA simulator

Journal of electron spectroscopy and related phenomena, 2023-08, Vol.267, p.147370, Article 147370

2023

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Analysis of Dropout Learning Regarded as Ensemble Learning

Artificial Neural Networks and Machine Learning – ICANN 2016, p.72-79

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Bayesian estimation to identify crystalline phase structures for X-ray diffraction pattern analysis

Science and technology of advanced materials. Methods, 2024-12, Vol.4 (1)

2024

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B-DCGAN: Evaluation of Binarized DCGAN for FPGA

Neural Information Processing, p.55-64

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Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network

Neural processing letters, 2018-06, Vol.47 (3), p.767-782

2018

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Bayesian Image Restoration for Poisson Corrupted Image Using a Latent Variational Method with Gaussian MRF

IPSJ Online Transactions, 2015, Vol.8, pp.15-24

Shouno, Hayaru

2015

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Inverse estimation of parameters for the magnetic domain via dynamics matching using visual-perceptive similarity

Science and Technology of Advanced Materials: Methods, 2022-12, Vol.2 (1), p.139-152

2022

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Editorial for “A Lightweight Convolutional Neural Network Based on Dynamic Level‐Set Loss Function for Spine MR Image Segmentation”

Journal of magnetic resonance imaging, 2024-04, Vol.59 (4), p.1454-1455

2024

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Simultaneous Estimation of Nongaussian Components and Their Correlation Structure

Neural computation, 2017-11, Vol.29 (11), p.2887-2924

2017

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Development of spectral decomposition based on Bayesian information criterion with estimation of confidence interval

Science and technology of advanced materials, 2020-01, Vol.21 (1), p.402-419

2020

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Knowledge Transferred Fine-tuning: Convolutional Neural Network is Born Again with Anti-Aliasing even in Data-limited Situations

IEEE access, 2022, Vol.10, p.1-1

2022

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Advances in Computer Vision and Computational Biology: Proceedings from IPCV'20, HIMS'20, BIOCOMP'20, and BIOENG'20

1st Edition 2021, 2021

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Automatic estimation of unknown chemical components in a mixed material by XPS analysis using a genetic algorithm

Science and Technology of Advanced Materials: Methods, 2022-12, Vol.2 (1), p.91-105

2022

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Distribution estimation of hyperparameters in Markov random field models

Journal of physics. A, Mathematical and theoretical, 2014-01, Vol.47 (4), p.45001-14

2014

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Determination of common peak structure from multiple X-ray photo-electron spectroscopy data sets

Science and Technology of Advanced Materials: Methods, 2021-01, Vol.1 (1), p.182-191

2021

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Prediction of metal temperature by microstructural features in creep exposed austenitic stainless steel with sparse modeling

Science and Technology of Advanced Materials: Methods, 2021-01, Vol.1 (1), p.225-233

2021

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Dictionary-Based Image Denoising by Fused-Lasso Atom Selection

Mathematical problems in engineering, 2014-01, Vol.2014, p.1-10

2014

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Bayesian estimation for XPS spectral analysis at multiple core levels

Science and Technology of Advanced Materials: Methods, 2021-01, Vol.1 (1), p.123-133

2021

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Correlated topographic analysis: estimating an ordering of correlated components

Machine learning, 2013-09, Vol.92 (2-3), p.285-317

2013

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Exploring the role of texture features in deep convolutional neural networks: Insights from Portilla-Simoncelli statistics

Neural networks, 2023-11, Vol.168, p.300-312

2023

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MAGRes-UNet: Improved Medical Image Segmentation Through a Deep Learning Paradigm of Multi-Attention Gated Residual U-Net

Explainable Deep Learning Approach for Multi-Class Brain Magnetic Resonance Imaging Tumor Classification and Localization Using Gradient-Weighted Class Activation Mapping

Improving sign-algorithm convergence rate using natural gradient for lossless audio compression

Deep Feature Compression Using Spatio-Temporal Arrangement Toward Collaborative Intelligent World

Circuit2Graph: Circuits With Graph Neural Networks

Sample structure prediction from measured XPS data using Bayesian estimation and SESSA simulator

Analysis of Dropout Learning Regarded as Ensemble Learning

Bayesian estimation to identify crystalline phase structures for X-ray diffraction pattern analysis

B-DCGAN: Evaluation of Binarized DCGAN for FPGA

Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network

Bayesian Image Restoration for Poisson Corrupted Image Using a Latent Variational Method with Gaussian MRF

Inverse estimation of parameters for the magnetic domain via dynamics matching using visual-perceptive similarity

Editorial for “A Lightweight Convolutional Neural Network Based on Dynamic Level‐Set Loss Function for Spine MR Image Segmentation”

Simultaneous Estimation of Nongaussian Components and Their Correlation Structure

Development of spectral decomposition based on Bayesian information criterion with estimation of confidence interval

Knowledge Transferred Fine-tuning: Convolutional Neural Network is Born Again with Anti-Aliasing even in Data-limited Situations

Advances in Computer Vision and Computational Biology: Proceedings from IPCV'20, HIMS'20, BIOCOMP'20, and BIOENG'20

Automatic estimation of unknown chemical components in a mixed material by XPS analysis using a genetic algorithm

Distribution estimation of hyperparameters in Markov random field models

Determination of common peak structure from multiple X-ray photo-electron spectroscopy data sets

Prediction of metal temperature by microstructural features in creep exposed austenitic stainless steel with sparse modeling

Dictionary-Based Image Denoising by Fused-Lasso Atom Selection

Bayesian estimation for XPS spectral analysis at multiple core levels

Correlated topographic analysis: estimating an ordering of correlated components

Exploring the role of texture features in deep convolutional neural networks: Insights from Portilla-Simoncelli statistics

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