Søren Kaae Sønderby

4 papers · 2016–2016 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICML (2) NeurIPS (2)

Top co-authors

Ole Winther (4) Lars Maaløe (2) Casper Kaae Sønderby (2) Ulrich Paquet (1) Tapani Raiko (1) Anders Boesen Lindbo Larsen (1) Marco Fraccaro (1) Hugo Larochelle (1)

Research topics

Deep Learning (4) Models (4) Machine Learning (2) Architectures (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

variational inference (3) generative model (3) variational autoencoder (2) image generation (1) feature representation (1) sequential model (1) auxiliary variable (1) latent variable model (1) state space model (1) latent variable (1) sequential modeling (1) recurrent neural network (1) generative adversarial network (1) speech modeling (1) ladder network (1) hierarchical latent representation (1) neural network (1) stochastic variable (1) variational distribution (1) reconstruction objective (1)

Papers

Autoencoding beyond pixels using a learned similarity metric ICML 2016 Auxiliary Deep Generative Models ICML 2016 Ladder Variational Autoencoders NeurIPS 2016 Sequential Neural Models with Stochastic Layers NeurIPS 2016