Takeru Miyato
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning(2018)2,784 cited
- → Spectral Normalization for Generative Adversarial Networks(2018)2,304 cited
- → cGANs with Projection Discriminator(2018)411 cited
- Distributional Smoothing with Virtual Adversarial Training(2016)
- → Spectral Norm Regularization for Improving the Generalizability of Deep Learning(2017)218 cited
- → Adversarial Training Methods for Semi-Supervised Text Classification(2016)201 cited
- Learning Discrete Representations via Information Maximizing Self-Augmented Training(2017)