Masanori Koyama
10 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20)
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Keyword Pioneer
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Triple Crown
ποΈ
Keyword Collector
(53)
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Century Club Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(7)
Optimization & Theory Β· Machine Learning
(7)
Models
(5)
Core Methods
(4)
Application Areas
(3)
Learning Types
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Mathematics
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
generative adversarial network
(2)
generative model
(2)
representation learning
(1)
feature learning
(1)
algorithmic fairness
(1)
image generation
(1)
graph theory
(1)
generalization bound
(1)
optimal transport
(1)
batch normalization
(1)
flow matching
(1)
group theory
(1)
dynamic programming
(1)
rademacher complexity
(1)
information bottleneck
(1)
semi-supervised learning
(1)
graphical model
(1)
convergence rate
(1)
entropy regularization
(1)
unsupervised learning
(1)
Papers
Flow matching achieves almost minimax optimal convergence
ICLR 2025
Neural Fourier Transform: A General Approach to Equivariant Representation Learning
ICLR 2024
Unsupervised Learning of Equivariant Structure from Sequences
NeurIPS 2022
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
ICML 2020
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation
NeurIPS 2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
ICML 2019
DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS
ICLR 2019
Robustness to Adversarial Perturbations in Learning from Incomplete Data
NeurIPS 2019
cGANs with Projection Discriminator
ICLR 2018
Spectral Normalization for Generative Adversarial Networks
ICLR 2018