Taco Cohen

(3 articles)
Geometric Deep Learning
2014

Geometric Deep Learning

Field of study that extends DL techniques to data that is structured as graphs, manifolds, or more general topological spaces.

Generality: 700

Equivariance
2016

Equivariance

Property of a function whereby the function commutes with the actions of a group, meaning that transformations applied to the input result in proportional transformations in the output.

Generality: 618

Geometry-Informed Neural Networks
2020

Geometry-Informed Neural Networks

Models that integrate geometric information into neural network architectures to enhance their ability to learn and represent complex, structured data.

Generality: 500