Concepedia

Masanori Koyama

MK

Statistics

Publications

30

Citations

15.4K

H-Index

20

Active since

2012

Affiliations

Kyoto University(Current)

Ritsumeikan University

The University of Tokyo

Preferred Networks (Japan)

Osaka Prefecture University

Masanori Koyama is an author at Kyoto University specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData SciencePattern RecognitionSupervised LearningImage AnalysisComputer VisionArtificial Intelligence

Publications per year

2012–2021

30

Publications

30

Optuna

Takuya Akiba, Shotaro Sano, Toshihiko Yanase et al. · 2019 · 6.4K citations

Hyperparameter Estimation, New Design, Engineering +15

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

Takeru Miyato, Shin‐ichi Maeda, Masanori Koyama et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 2.8K citations

Artificial Intelligence, Engineering, Machine Learning +15

Spectral Normalization for Generative Adversarial Networks

Takeru Miyato, Toshiki Kataoka, Masanori Koyama et al. · arXiv (Cornell University) · 2018 · 2.3K citations · Full text

Spectral Theory, New Normalization Technique, Image Analysis +15

Spectral Normalization for Generative Adversarial Networks

Takeru Miyato, Toshiki Kataoka, Masanori Koyama et al. · arXiv (Cornell University) · 2018 · 1.8K citations · Full text

Spectral Theory, New Normalization Technique, Image Analysis +15

cGANs with Projection Discriminator

Takeru Miyato, Masanori Koyama · arXiv (Cornell University) · 2018 · 411 citations · Full text

Engineering, Machine Learning, Conditional Gans +17

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