790 citations · 2k across the 26 of their papers we have counts for
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Modeling electronic response properties with an explicit-electron machine learning potential
Maarten Cools-Ceuppens, Joni Dambre, Toon Verstraelen
Explicit-electron force fields introduce electrons or electron pairs as semi-classical particles in force fields or empirical potentials, which are suitable for molecular dynamics…
Anchor Pruning for Object Detection
Maxim Bonnaerens, Matthias Freiberger, Joni Dambre
This paper proposes anchor pruning for object detection in one-stage anchor-based detectors. While pruning techniques are widely used to reduce the computational cost of convolutio…
PyTorch-Hebbian: facilitating local learning in a deep learning framework
Jules Talloen, Joni Dambre, Alexander Vandesompele
Recently, unsupervised local learning, based on Hebb's idea that change in synaptic efficacy depends on the activity of the pre- and postsynaptic neuron only, has shown potential a…