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Researchers
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URL changed from April,01,2019.https://er-web.ynu.ac.jp
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SHIRAKAWA Shinichi
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Shinichi Shirakawa received his B.E., M.E. degrees, and Ph.D. degree in engineering from Yokohama National University in 2005, 2007, and 2009, respectively. He was a research fellow of the Japan Society for the Promotion of Science (JSPS) from 2008 to 2010. He worked at FUJITSU LABORATORIES LTD. from 2010 to 2012 as a researcher. He was a research associate and an assistant professor at Aoyama Gakuin University from 2012 to 2013 and from 2013 to 2015, respectively. He was an assistant professor at the University of Tsukuba from 2015 to 2016. He is currently a lecturer at Yokohama National University. His research interests include evolutionary computation, machine learning, computer vision, and so on.
Yokohama National University Faculty of Engineering Division of Electrical and Computer Engineering Graduated
Yokohama National University Graduate School of Environment and Information Sciences Department of Information Media and Environment Sciences Doctor Course Completed
Yokohama National University Graduate School of Environment and Information Sciences Department of Information Media and Environment Sciences Master Course Completed
Doctor (Engineering) - Yokohama National University
Master - Yokohama National University
University of Tsukuba Faculty of Engineering, Information and Systems Assistant Professor
Aoyama Gakuin University College of Science and Engineering Assistant Professor
Aoyama Gakuin University College of Science and Engineering Research Assistant
Fujitsu Laboratories Ltd. Researcher
Japan Society for the Promotion of Science Research Fellowship for Young Scientists of the Japan Society for the Promotion of Science
The Iron and Steel Institute of Japan
AAAI
ACM
The Institute of Image Electronics Engineers of Japan
The Institute of Electrical Engineers of Japan
Intelligent informatics
Soft computing
Perceptual information processing
Ant Colony Optimization - Methods and Applications
Shinichi Shirakawa, Shintaro Ogino, Tomoharu Nagao (Part： Contributor , Range: Automatic Construction of Programs Using Dynamic Ant Programming )
IN-TECH 2011.02 ISBN: 9789533071572
Genetic Programming Theory and Practice VII
Shinichi Shirakawa,Tomoharu Nagao (Part： Contributor , Range: Graph Structured Program Evolution: Evolution of Loop Structures )
Springer 2010 ISBN: 9781441916259
Speech-to-Gesture Generation Using Bi-Directional LSTM Network
Naoshi Kaneko, Kenta Takeuchi, Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta, Kazuhiko Sumi
Transactions of the Japanese Society for Artificial Intelligence 34 ( 6 ) 2019.11 [Refereed]
Joint Work
Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization
Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert Hilman Juwono, Shinichi Shirakawa
Proceedings of the 14th International Symposium on Visual Computing (ISVC 2019), Part II ( Springer, Cham ) 11845 14 - 24 2019.10 [Refereed]
Joint Work
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures
Shota Saito, Shinichi Shirakawa
Proceedings of the 28th International Conference on Artificial Neural Networks (ICANN 2019), Part II ( Springer, Cham ) 11728 393 - 405 2019.09 [Refereed]
Joint Work
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida
36th International Conference on Machine Learning (ICML) 171 - 180 2019.06 [Refereed]
Joint Work
Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming
Masanori Suganuma, Masayuki Kobayashi, Shinichi Shirakawa, Tomoharu Nagao
Evolutionary Computation ( MIT Press ) 2019 [Refereed]
Joint Work
Genetic and Evolutionary Computation Conference (GECCO) 2017 Best Paper Award
2017.07.19
IEEE Computational Intelligence Society Japan Chapter Young Researcher Award
2009.12.20 IEEE Computational Intelligence Society Japan Chapter Generation of Search Spaces to Emphasize Performance Difference of Real Coded Crossovers Using Genetic Programming
Winner： Shinichi Shirakawa
Grant-in-Aid for Young Scientists(B)
Project Year： 2015.04 - 2018.03
[Tutorial] Evolutionary Machine Learning
Masaya Nakata, Shinichi Shirakawa, Will Browne
2019 IEEE Congress on Evolutionary Computation (CEC 2019) (Wellington, New Zealand) 2019.06.10 IEEE
Recent Progress in Deep Neural Network Architectures and their Applications
Shinichi Shirakawa [Invited]
JpGU Meeting 2019 (Chiba, Japan) 2019.05.30 JpGU
Designing Deep Neural Network Structures Based on Evolutionary Computation
Shinichi Shirakawa [Invited]
2018 JPNSEC International Workshop on Evolutionary Computation (Shenzhen, China) 2018.09.01 The Japanese Society for Evolutionary Computation (JPNSEC)
Recent Trend of Neural Network Architecture Search
Shinichi Shirakawa [Invited]
Lviv Data Science Summer School 2018 (Liviv, Ukraine) 2018.07.28 Faculty of Applied Sciences of Ukrainian Catholic University
[Tutorial] Machine Learning on Evolutionary Computation
Masaya Nakata, Shinichi Shirakawa, Frederic Chazal, Naoki Hamada
IEEE World Conference on Computational Intelligence 2018 (WCCI 2018) (Rio de Janeiro, Brazil) 2018.07.08 IEEE
