Search Results for author: Helena Andres-Terre

Found 2 papers, 1 papers with code

Decoupling feature propagation from the design of graph auto-encoders

no code implementations18 Oct 2019 Paul Scherer, Helena Andres-Terre, Pietro Lio, Mateja Jamnik

We present two instances, L-GAE and L-VGAE, of the variational graph auto-encoding family (VGAE) based on separating feature propagation operations from graph convolution layers typically found in graph learning methods to a single linear matrix computation made prior to input in standard auto-encoder architectures.

Graph Learning Graph Representation Learning +1

Factorised Neural Relational Inference for Multi-Interaction Systems

2 code implementations21 May 2019 Ezra Webb, Ben Day, Helena Andres-Terre, Pietro Lió

Many complex natural and cultural phenomena are well modelled by systems of simple interactions between particles.

Trajectory Prediction

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