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12/07/2022
Learning rigid dynamics with face interaction graph networks
Simulating rigid collisions among arbitrary shapes is notoriously diffic...
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09/22/2022
A Generalist Neural Algorithmic Learner
The cornerstone of neural algorithmic reasoning is the ability to solve ...
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12/16/2021
Constraint-based graph network simulator
In the rapidly advancing area of learned physical simulators, nearly all...
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06/15/2021
Very Deep Graph Neural Networks Via Noise Regularisation
Graph Neural Networks (GNNs) perform learned message passing over an inp...
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07/08/2019
Latent ODEs for Irregularly-Sampled Time Series
Time series with non-uniform intervals occur in many applications, and a...
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06/19/2018