Thomas N. Kipf

13 papers A* 2B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2020 A* conf
Contrastive Learning of Structured World Models.
ICLR
Thomas N. Kipf, Elise van der Pol, Max Welling
2020 J jnl
Plannable Approximations to MDP Homomorphisms: Equivariance under Actions.
CoRR
Elise van der Pol, Thomas N. Kipf, Frans A. Oliehoek, Max Welling
2019 J jnl
Contrastive Learning of Structured World Models.
CoRR
Thomas N. Kipf, Elise van der Pol, Max Welling
2018 J jnl
Extraction of Airways using Graph Neural Networks.
CoRR
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
2018 J jnl
Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks.
CoRR
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
2018 B conf
Modeling Relational Data with Graph Convolutional Networks.
ESWC
Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling
2018 A* conf
Neural Relational Inference for Interacting Systems.
ICML
Thomas N. Kipf, Ethan Fetaya, Kuan-Chieh Wang, Max Welling, Richard S. Zemel
2018 J jnl
Neural Relational Inference for Interacting Systems.
CoRR
Thomas N. Kipf, Ethan Fetaya, Kuan-Chieh Wang, Max Welling, Richard S. Zemel
2017 J jnl
Graph Convolutional Matrix Completion.
CoRR
Rianne van den Berg, Thomas N. Kipf, Max Welling
2017 J jnl
Modeling Relational Data with Graph Convolutional Networks.
CoRR
Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling
2017 — conf
Semi-Supervised Classification with Graph Convolutional Networks.
ICLR (Poster)
Thomas N. Kipf, Max Welling
2016 J jnl
Semi-Supervised Classification with Graph Convolutional Networks.
CoRR
Thomas N. Kipf, Max Welling
2016 J jnl
Variational Graph Auto-Encoders.
CoRR
Thomas N. Kipf, Max Welling