Antti Rasmus

4 papers · 2015–2019 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (4)

Top co-authors

Harri Valpola (4) Mathias Berglund (3) Tele Hao (2) Alexander Ilin (2) Rinu Boney (2) Isabeau Prémont-Schwarz (1) Juho Kannala (1) Mikko Honkala (1) Tapani Raiko (1) Jürgen Schmidhuber (1)

Research topics

Deep Learning (4) Machine Learning (4) Learning Types · Machine Learning (4) Computer Vision (3) Architectures (3) Learning Types · Deep Learning (3) Analysis (2) Core Methods (2) Reinforcement Learning (1) Applications (1) Processing (1)

Keywords

semi-supervised learning (3) sample efficiency (2) iterative inference (2) ladder network (2) unsupervised learning (2) temporal modeling (1) trajectory optimization (1) model-based reinforcement learning (1) amortized inference (1) denoising autoencoder (1) recurrent neural network (1) deep neural network (1) motion control (1) perceptual grouping (1) hierarchical latent variable (1) texture segmentation (1) video data (1) recurrent ladder network (1) hierarchical latent variable model (1) unsupervised cost function (1)

Papers

Regularizing Trajectory Optimization with Denoising Autoencoders NeurIPS 2019 Recurrent Ladder Networks NeurIPS 2017 Tagger: Deep Unsupervised Perceptual Grouping NeurIPS 2016 Semi-supervised Learning with Ladder Networks NeurIPS 2015