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Hanul Shin

2 papers · 2017–2019 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICML (1) NeurIPS (1)

Top co-authors

Jung Kwon Lee (1) Evan Shelhamer (1) Jaehong Kim (1) Jiwon Kim (1) Joshua Tenenbaum (1) Kelsey Allen (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1)

Keywords

continual learning (1) catastrophic forgetting (1) semi-supervised learning (1) few-shot learning (1) bayesian nonparametrics (1) variational inference (1) unsupervised clustering (1) prototype learning (1) generative model (1) deep generative model (1) generative replay (1) neural network (1) task solving (1)

Papers

Infinite Mixture Prototypes for Few-shot Learning ICML 2019 Continual Learning with Deep Generative Replay NeurIPS 2017