Hayaru Shouno

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 30

Top Topics

Natural Gradient

Convolutional Neural Network

Medical Image Segmentation

Top Venues

Publications

Yuta Sumiya, Hayaru Shouno
Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data. CoRR (2024)
Tahir Hussain, Hayaru Shouno
MAGRes-UNet: Improved Medical Image Segmentation Through a Deep Learning Paradigm of Multi-Attention Gated Residual U-Net. IEEE Access 12 (2024)
Yusuke Yamakaji, Hayaru Shouno, Kunihiko Fukushima
Circuit2Graph: Circuits With Graph Neural Networks. IEEE Access 12 (2024)
Tahir Hussain, Hayaru Shouno
Explainable Deep Learning Approach for Multi-Class Brain Magnetic Resonance Imaging Tumor Classification and Localization Using Gradient-Weighted Class Activation Mapping. Inf. 14 (12) (2023)
Yusuke Hamano, Shoko Nagasaka, Hayaru Shouno
Exploring the role of texture features in deep convolutional neural networks: Insights from Portilla-Simoncelli statistics. Neural Networks 168 (2023)
Satoshi Suzuki, Shoichiro Takeda, Ryuichi Tanida, Yukihiro Bandoh, Hayaru Shouno
Distorted image classification using neural activation pattern matching loss. Neural Networks 167 (2023)
Satoshi Suzuki, Shoichiro Takeda, Naoki Makishima, Atsushi Ando, Ryo Masumura, Hayaru Shouno
Knowledge Transferred Fine-Tuning: Convolutional Neural Network Is Born Again With Anti-Aliasing Even in Data-Limited Situations. IEEE Access 10 (2022)
Taiyo Mineo, Hayaru Shouno
Improving sign-algorithm convergence rate using natural gradient for lossless audio compression. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Satoshi Suzuki, Shoichiro Takeda, Motohiro Takagi, Ryuichi Tanida, Hideaki Kimata, Hayaru Shouno
Deep Feature Compression Using Spatio-Temporal Arrangement Toward Collaborative Intelligent World. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Hikaru Higuchi, Satoshi Suzuki, Hayaru Shouno
Adversarial Training with Knowledge Distillation Considering Intermediate Representations in CNNs. ICONIP (4) (2022)
Taiyo Mineo, Hayaru Shouno
Improving Convergence Rate of Sign Algorithm using Natural Gradient Method. EUSIPCO (2021)
Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino
Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization. AAAI (2021)
Satoshi Suzuki, Shoichiro Takeda, Ryuichi Tanida, Hideaki Kimata, Hayaru Shouno
Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional Neural Network in Data-Limited Situation. ICIP (2021)
Hikaru Higuchi, Satoshi Suzuki, Hayaru Shouno
Measuring Shift-Invariance of Convolutional Neural Network with a Probability-Incorporated Metric. ICONIP (5) (2021)
Yusuke Hamano, Hayaru Shouno
Analysis of Texture Representation in Convolution Neural Network Using Wavelet Based Joint Statistics. ICONIP (1) (2020)
Sho Ichigozaki, Takahiro Kawashima, Hayaru Shouno
Bayesian Sparse Covariance Structure Analysis for Correlated Count Data. CoRR (2020)
Genta Kobayashi, Hayaru Shouno
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields. CoRR (2020)
Hideo Terada, Hayaru Shouno
B-DCGAN: Evaluation of Binarized DCGAN for FPGA. ICONIP (1) (2019)
Takahiro Kawashima, Hayaru Shouno
Fast Bayesian Restoration of Poisson Corrupted Images with INLA. CoRR (2019)
Satoshi Suzuki, Hayaru Shouno
Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network. Neural Process. Lett. 47 (3) (2018)
Hideo Terada, Hayaru Shouno
B-DCGAN: Evaluation of Binarized DCGAN for FPGA. CoRR (2018)
Antonio Arista-Jalife, Alejandra Sanchez, Mariko Nakano, Henrik Tünnermann, Héctor Pérez-Meana, Hayaru Shouno
Deep Learning Employed in the Recognition of the Vector that Spreads Dengue, Chikungunya and Zika Viruses. SoMeT (2018)
Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer -An Application for Diffuse Lung Disease Classification-. CoRR (2018)
Aiga Suzuki, Hayaru Shouno
A Generative Model of Textures Using Hierarchical Probabilistic Principal Component Analysis. CoRR (2018)
Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno
Analysis of dropout learning regarded as ensemble learning. CoRR (2017)
Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen
Simultaneous Estimation of Nongaussian Components and Their Correlation Structure. Neural Comput. 29 (11) (2017)
Satoshi Suzuki, Hayaru Shouno
A study on visual interpretation of network in network. IJCNN (2017)
Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno
Group Dropout Inspired by Ensemble Learning. ICONIP (2) (2016)
Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno
Analysis of Dropout Learning Regarded as Ensemble Learning. ICANN (2) (2016)
Satoshi Suzuki, Hayaru Shouno
An Architecture Design Method of Deep Convolutional Neural Network. ICONIP (3) (2016)
Kunihiko Fukushima, Hayaru Shouno
Deep convolutional network neocognitron: Improved Interpolating-Vector. IJCNN (2015)
Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno
Analysis of function of rectified linear unit used in deep learning. IJCNN (2015)
Hayaru Shouno, Satoshi Suzuki, Shoji Kido
A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification. ICONIP (1) (2015)
Hayaru Shouno
Bayesian Image Restoration for Poisson Corrupted Image Using a Latent Variational Method with Gaussian MRF. Inf. Media Technol. 10 (2) (2015)
Hayaru Shouno
Bayesian Image Restoration for Poisson Corrupted Image using a Latent Variational Method with Gaussian MRF. CoRR (2014)
Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen
Estimating Dependency Structures for non-Gaussian Components with Linear and Energy Correlations. AISTATS (2014)
Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen
Correlated topographic analysis: estimating an ordering of correlated components. Mach. Learn. 92 (2-3) (2013)
Hiroshi Fujita, Fumio Nogata, Huiyan Jiang, Shoji Kido, T. Feng, Takeshi Hara, Tatsuro Hayashi, Yasushi Hirano, Akitoshi Katsumata, Y. Kawamura, T. Kokubo, J. Liu, Chisako Muramatsu, Hayaru Shouno, Rie Tachibana, X. Wang, F. Xiang, Rui Xu, B. Yang, Y. Yokota, L. Zhang, Q. Li, Z. Guo
Medical image processing and computer-aided detection/diagnosis (CAD). ICCH (2012)
Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen
Topographic Analysis of Correlated Components. ACML (2012)
Yasuto Arakaki, Hayaru Shouno, Kazuyuki Takahashi, Takashi Morie
A Hierarchical Extension of the HOG Model Implemented in the Convolution-net for Human Detection. Inf. Media Technol. 7 (4) (2012)
Hayaru Shouno, Madomi Yamasaki, Masato Okada
A Bayesian Hyperparameter Inference for Radon-Transformed Image Reconstruction. Int. J. Biomed. Imaging 2011 (2011)
Hayaru Shouno, Masato Okada
A Hyper-parameter Inference for Radon Transformed Image Reconstruction Using Bayesian Inference. MLMI (2010)
Yuki Tanaka, Hayaru Shouno, Shoji Kido
Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter-propagation Network. PDPTA (2010)
Masayuki Kuwahara, Shoji Kido, Hayaru Shouno
Classification of patterns for diffuse lung diseases in thoracic CT images by AdaBoost algorithm. Medical Imaging: Computer-Aided Diagnosis (2009)
Shiro Usui, Keiichiro Inagaki, Takayuki Kannon, Yoshimi Kamiyama, Shunji Satoh, Nilton Liuji Kamiji, Yutaka Hirata, Akito Ishihara, Hayaru Shouno
A Next Generation Modeling Environment PLATO: Platform for Collaborative Brain System Modeling. ICONIP (1) (2009)
Yoshiharu Goto, Hayaru Shouno, Shoji Kido
Analysis of Idiopathic interstitial Pneumonia by Self Organization Map on High-Resolution Computed Tomography Images. PDPTA (2007)
Hayaru Shouno
Recent Studies Around the Neocognitron. ICONIP (1) (2007)
Masami Takata, Hayaru Shouno, Masato Okada
Naive Mean Field Approximation for Sourlas Error Correcting Code. IEICE Trans. Inf. Syst. (8) (2006)
Taketoshi Orihashi, Hayaru Shouno, Shoji Kido
Discrimination of Lung Sounds Using a Statistics of Waveform Intervals. PDPTA (2006)
Rie Tachibana, Shoji Kido, Hayaru Shouno, Tsuneo Matsumoto
Automatic segmentation of small pulmonary nodules on multi detector-row CT images. CARS (2003)
Hayaru Shouno, Masato Okada
Analysis of Bidirectional Associative Memory Using SCSNA and Statistical Neurodynamics. PDPTA (2002)
Masami Takata, Hayaru Shouno, Kazuki Joe
An Improvement of Program Partitioning Based Genetic Algorithm. PDPTA (2002)
Asami Iwasaka, Tomomi Yamaguchi, Hayaru Shouno, Mariko Sasakura, Kazuki Joe
Classification of Visualized Data Dependence. PDPTA (2002)
Hisako Ishiuchi, Tomomi Yamaguchi, Hayaru Shouno, Kazuki Joe
The Design and Implementation of Unimodular Transformations for the Parallelizing Compiler PROMIS. PDPTA (2002)
Kyoko Fukuda, Toshihiko Hayakawa, Hayaru Shouno, Kazuki Joe
Parallelization of Seismic Wave Calculation by Impulse Response Functions. PDPTA (2002)
Hayaru Shouno, Koji Kurata
Formation of a direction map by projection learning using Kohonen's self-organization map. Biol. Cybern. 85 (4) (2001)
Kunihiko Fukushima, Eiji Kimura, Hayaru Shouno
Handwritten Digit Recognition by a Neocognitron with Improved Bend-Extractors. NC (1998)
Kunihiko Fukushima, Eiji Kimura, Hayaru Shouno
Neocognitron with improved bend-extractors: Recognition of handwritten digits in the real world. Neural Comput. Appl. 7 (3) (1998)
Hayaru Shouno, Kunihiko Fukushima
Connected character recognition in cursive handwriting using selective attention model with bend processing. Systems and Computers in Japan 26 (10) (1995)