Masanori Koyama
10 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Academic Marathon (7) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Triple Crown
π
Conference Pioneer
π
Century Club
(10)
Conferences
ICLR (5)
NIPS (3)
ICML (2)
Top co-authors
Keywords
unsupervised learning
(1)
representation learning
(1)
semi-supervised learning
(1)
algorithmic fairness
(1)
information bottleneck
(1)
graph theory
(1)
dynamic programming
(1)
rademacher complexity
(1)
generative model
(1)
generalization bound
(1)
graphical model
(1)
memory efficiency
(1)
adversarial perturbation
(1)
variational autoencoder
(1)
memory optimization
(1)
latent factor
(1)
structured representation
(1)
unlabeled datum
(1)
hyperbolic space
(1)
probabilistic embedding
(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
NIPS 2022
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
ICML 2020
DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS
ICLR 2019
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation
NIPS 2019
Robustness to Adversarial Perturbations in Learning from Incomplete Data
NIPS 2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
ICML 2019
cGANs with Projection Discriminator
ICLR 2018
Spectral Normalization for Generative Adversarial Networks
ICLR 2018