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Shoichiro Yamaguchi

3 papers · 2019–2019 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 👑 Triple Crown

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Masanori Koyama (2) Yasuhiro Fujita (1) Mirai Tanaka (1) Yoshihiro Nagano (1) Yoh-ichi Mototake (1) Kenji Fukumizu (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Artificial Intelligence (1) Bayesian & Probabilistic (1) Core Methods (1) Models (1) Optimization & Theory · Deep Learning (1)

Keywords

optimal transport (1) neural network optimization (1) loss landscape (1) generalization ability (1) optimization landscape (1) entropy regularization (1) variational autoencoder (1) generative adversarial network (1) overparameterized network (1) saddle point (1) mode collapse (1) hyperbolic space (1) probabilistic embedding (1) gradient-based learning (1) wasserstein gan (1) wrapped normal distribution (1) inception score (1) neural network (1)

Papers

A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning ICML 2019 DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS ICLR 2019 Semi-flat minima and saddle points by embedding neural networks to overparameterization NeurIPS 2019