Takeru Miyato
8 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Academic Marathon
(8)
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Keyword Pioneer
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Cross-Pollinator
(15)
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Conference Pioneer
Conferences
ICLR (5)
NIPS (2)
ICML (1)
Top co-authors
Keywords
unsupervised learning
(2)
representation learning
(1)
semi-supervised learning
(1)
data augmentation
(1)
rademacher complexity
(1)
information maximization
(1)
generalization bound
(1)
adversarial perturbation
(1)
unlabeled datum
(1)
distributionally robust learning
(1)
encoder-decoder model
(1)
discrete representation learning
(1)
hash learning
(1)
equivariant structure
(1)
meta-sequential prediction
(1)
Papers
Artificial Kuramoto Oscillatory Neurons
ICLR 2025
Neural Fourier Transform: A General Approach to Equivariant Representation Learning
ICLR 2024
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers
ICLR 2024
Unsupervised Learning of Equivariant Structure from Sequences
NIPS 2022
Robustness to Adversarial Perturbations in Learning from Incomplete Data
NIPS 2019
Spectral Normalization for Generative Adversarial Networks
ICLR 2018
cGANs with Projection Discriminator
ICLR 2018
Learning Discrete Representations via Information Maximizing Self-Augmented Training
ICML 2017