Aleksander Wieczorek

3 papers · 2016–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CVPR (1) NeurIPS (1)

Top co-authors

Volker Roth (3) Sonali Parbhoo (3) Mario Wieser (2) Thomas Vetter (1) Sebastian Keller (1) David Adametz (1) Clemens Blumer (1) Adam Kortylewski (1) Dinu Kaufmann (1) Andreas Morel-Forster (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Architectures (1) Bayesian & Probabilistic (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

representation learning (1) transfer learning (1) object recognition (1) structure learning (1) mutual information (1) gibbs sampling (1) posterior estimation (1) latent subspace (1) object classification (1) conditional independence (1) generative model (1) bayesian network (1) greedy algorithm (1) symmetry learning (1) symmetry transformation (1) markov blanket (1) foreground-background segmentation (1) hierarchical compositional model (1) generative object model (1) deep information bottleneck (1)

Papers

Inverse Learning of Symmetries NeurIPS 2020 Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019 Bayesian Markov Blanket Estimation AISTATS 2016