Rob Hesselink

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (2) ICML (1)

Top co-authors

Erik J Bekkers (3) Sharvaree Vadgama (1) Floor Eijkelboom (1) Elise van der Pol (1) David W. Romero (1) Putri A Van der Linden (1) Max Welling (1) Johannes Brandstetter (1)

Research topics

Deep Learning (3) Architectures (3) Techniques (2) Computer Vision (1) Machine Learning (1) Analysis (1) Core Methods (1)

Keywords

graph neural network (2) message passing (1) weight sharing (1) equivariant neural network (1) geometric learning (1) 3d point cloud (1) computational physics (1) simplicial complex (1) tensor field (1) homogeneous space (1) group convolution (1) equivariant network (1) steerable mlp (1) point cloud (1) geometric vector (1)

Papers

Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space ICLR 2024 E$(n)$ Equivariant Message Passing Simplicial Networks ICML 2023 Geometric and Physical Quantities improve E(3) Equivariant Message Passing ICLR 2022