Hideaki Hayashi

Associate Professor, D3 Center, Osaka University
Joined
September 2019

Names

Hideaki Hayashi (Preferred)

Emails

****@ait.kyushu-u.ac.jp (Confirmed)
, 
****@ids.osaka-u.ac.jp (Confirmed)

Personal Links

Career & Education History

Associate Professor
D3 Center, Osaka University (osaka-u.ac.jp)
2022 – Present
Assistant Professor
Kyushu University (kyushu-u.ac.jp)
2017 – 2022
Postdoc
Hiroshima University (hiroshima-u.ac.jp)
2016 – 2017
PhD student
Hiroshima University (hiroshima-u.ac.jp)
2014 – 2016
MS student
Hiroshima University (hiroshima-u.ac.jp)
2012 – 2014
Undergrad student
Hiroshima University (hiroshima-u.ac.jp)
2008 – 2012

Advisors, Relations & Conflicts

PhD Advisor
Toshio Tsuji
2014 – 2016

Expertise

uncertainty quantification
2021 – Present
active learning
2019 – Present
deep learning
2017 – Present
generative models
2017 – Present
self-
, 
semi-
, 
meta- and unsupervised learning
2017 – Present
medical and biological vision
2017 – Present
Bayesian statistics
2014 – Present
neural networks
2011 – Present
probabilistic models
2011 – Present
biosignal analysis
2011 – Present
discriminative models
2011 – Present

Publications

View all 60 publications

Co-Authors

View all 51 co-authors