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Robin Winter

2 papers · 2021–2022 · 1 venue · across top CS/AI venues

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Achievements

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Venues

NeurIPS (2)

Top co-authors

Frank Noe (2) Djork-Arné Clevert (2) Tuan Le (1) Marco Bertolini (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Core Methods (2) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

unsupervised learning (1) representation learning (1) graph representation learning (1) graph generation (1) variational autoencoder (1) group equivariance (1) group invariance (1) equivariant neural network (1) equivariant representation (1) invariant representation (1) permutation invariance (1) encoder-decoder framework (1) graph neural network (1)

Papers

Unsupervised Learning of Group Invariant and Equivariant Representations NeurIPS 2022 Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning NeurIPS 2021