Publications
Kenta Oono
GenerRNA: A generative pre-trained language model for de novo RNA design
PLoS ONE 19
By : Yichong Zhao, Kenta Oono, Hiroki Takizawa, KoteraMasaaki
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
ICML 2023
Machine Learning / Deep Learning
By : Yuri Kinoshita, Kenta Oono, Kenji Fukumizu, Yuichi Yoshida, Shin-ichi Maeda
Population-based De Novo Molecule Generation, Using Grammatical Evolution
Chemistry Letters, 47, 1431-1434, 2018
Chemoinformatics / Materials Science
By : Naruki Yoshikawa, Kei Terayama, Masato Sumita, Teruki Homma, Kenta Oono, Koji Tsuda
Semi-supervised learning of hierarchical representations of molecules with neural message passing
Machine Learning for Molecules and Materials in NIPS 2017
Chemoinformatics / Materials Science
By : Hai Nguyen, Shin-ichi Maeda, Kenta Oono
Deep Learning Implementations and Frameworks
AAAI 2017 Tutorial
Machine Learning / Deep Learning
By : Seiya Tokui, Kenta Oono, Atsunori Kanemura
Deep Learning Implementations and Frameworks
PAKDD 2016 Tutorial
Machine Learning / Deep Learning
By : Seiya Tokui, Kenta Oono, Atsunori Kanemura, Toshihiro Kamishima
Testing properties of functions on finite groups
Random Structures & Algorithms 2016, Journal Article
Machine Learning / Deep Learning
By : Kenta Oono, Yuichi Yoshida
Chainer: a Next-Generation Open Source Framework for Deep Learning
Workshop on Machine Learning System in NIPS 2015
Machine Learning / Deep Learning
By : Seiya Tokui, Kenta Oono, Shohei Hido, Justin Clayton