Rob D. Hesselink

activity

20202026

most citedGeometric and Physical Quantities Improve E(3) Equivariant Message Passing

12 citations · 18 across the 5 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 5 cited

Fast, Expressive SE $(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space

Erik J Bekkers, Sharvaree Vadgama, Rob D Hesselink +2

Based on the theory of homogeneous spaces we derive geometrically optimal edge attributes to be used within the flexible message-passing framework. We formalize the notion of weigh…

cs.LG2023★ 1 cited

E(n) Equivariant Message Passing Simplicial Networks

Floor Eijkelboom, Rob Hesselink, Erik Bekkers

This paper presents $E (n)$ Equivariant Message Passing Simplicial Networks (EMPSNs), a novel approach to learning on geometric graphs and point clouds that is equivariant…

Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space

E(n) Equivariant Message Passing Simplicial Networks

Fast, Expressive SE $(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space