Concepedia

Takeru Miyato

TM

15

Publications

9.1K

Citations

15

H-Index

2015

Active since

Affiliations

Kyoto University(Current)

Ritsumeikan University

RIKEN Center for Advanced Intelligence Project

Preferred Networks (Japan)

Sharif University of Technology

Takeru Miyato is an author at Kyoto University specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningComputer SciencePattern RecognitionData ScienceSupervised LearningSemi-supervised LearningAdversarial Machine LearningArtificial Intelligence

Publications per year

2015–2019

15

Publications

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

cGANs with Projection Discriminator

Takeru Miyato, Masanori Koyama · 2018 · 312 citations

Engineering, Machine Learning, Conditional Gans +17

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