Shun Kataoka

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 9

Top Topics

Loopy Belief Propagation

Markov Random Field

Image Segmentations

Top Venues

Rev. Socionetwork Strateg.

IEICE Trans. Inf. Syst.

Publications

Shun Kataoka, Muneki Yasuda
Bayesian Image Denoising with Multiple Noisy Images. Rev. Socionetwork Strateg. 13 (2) (2019)
Naoki Katoh, Yuya Higashikawa, Hiro Ito, Shun Kataoka, Takuya Kida, Toshiki Saitoh, Tetsuo Shibuya, Kazuyuki Tanaka, Yushi Uno
Preface for the Special Issue on the Project "Foundation of Innovative Algorithms for Big Data". Rev. Socionetwork Strateg. 13 (2) (2019)
Kazuyuki Tanaka, Masamichi Nakamura, Shun Kataoka, Masayuki Ohzeki, Muneki Yasuda
Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model. CoRR (2018)
Muneki Yasuda, Junpei Watanabe, Shun Kataoka, Kazuyuki Tanaka
Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field. IEICE Trans. Inf. Syst. (6) (2018)
Muneki Yasuda, Shun Kataoka
Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation. CoRR (2017)
Muneki Yasuda, Junpei Watanabe, Shun Kataoka, Kazuyuki Tanaka
Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field. CoRR (2017)
Shun Kataoka, Takuto Kobayashi, Muneki Yasuda, Kazuyuki Tanaka
Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering. CoRR (2016)
Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda, Masayuki Ohzeki
Inverse Renormalization Group Transformation in Bayesian Image Segmentations. CoRR (2015)
Muneki Yasuda, Shun Kataoka, Kazuyuki Tanaka
Statistical Analysis of Loopy Belief Propagation based on Replica Cluster Variation Method. CoRR (2015)
Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda, Yuji Waizumi, Chiou-Ting Hsu
Bayesian image segmentations by Potts prior and loopy belief propagation. CoRR (2014)
Muneki Yasuda, Shun Kataoka, Yuji Waizumi, Kazuyuki Tanaka
Composite Likelihood Estimation for Restricted Boltzmann machines. CoRR (2014)
Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka
Traffic data reconstruction based on Markov random field modeling. CoRR (2013)
Muneki Yasuda, Shun Kataoka, Yuji Waizumi, Kazuyuki Tanaka
Composite likelihood estimation for restricted Boltzmann machines. ICPR (2012)