Thomas N. Kipf

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 13

Top Topics

Matrix Completion

Relational Data

Structured Learning

Top Venues

Publications

Elise van der Pol, Thomas N. Kipf, Frans A. Oliehoek, Max Welling
Plannable Approximations to MDP Homomorphisms: Equivariance under Actions. CoRR (2020)
Thomas N. Kipf, Elise van der Pol, Max Welling
Contrastive Learning of Structured World Models. ICLR (2020)
Thomas N. Kipf, Elise van der Pol, Max Welling
Contrastive Learning of Structured World Models. CoRR (2019)
Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling
Modeling Relational Data with Graph Convolutional Networks. ESWC (2018)
Thomas N. Kipf, Ethan Fetaya, Kuan-Chieh Wang, Max Welling, Richard S. Zemel
Neural Relational Inference for Interacting Systems. CoRR (2018)
Thomas N. Kipf, Ethan Fetaya, Kuan-Chieh Wang, Max Welling, Richard S. Zemel
Neural Relational Inference for Interacting Systems. ICML (2018)
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Extraction of Airways using Graph Neural Networks. CoRR (2018)
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks. CoRR (2018)
Rianne van den Berg, Thomas N. Kipf, Max Welling
Graph Convolutional Matrix Completion. CoRR (2017)
Thomas N. Kipf, Max Welling
Semi-Supervised Classification with Graph Convolutional Networks. ICLR (Poster) (2017)
Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling
Modeling Relational Data with Graph Convolutional Networks. CoRR (2017)
Thomas N. Kipf, Max Welling
Variational Graph Auto-Encoders. CoRR (2016)
Thomas N. Kipf, Max Welling
Semi-Supervised Classification with Graph Convolutional Networks. CoRR (2016)