Geometric Deep Learning: Grids, Groups, Graphs, Geodesics ...
Apr 27, 2021 · View a PDF of the paper titled Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges, by Michael M. Bronstein and 3 other authors
GDL Course - Geometric Deep Learning
As part of the African Master’s in Machine Intelligence (AMMI), we have delivered a course on Geometric Deep Learing (GDL100), which closely follows the contents of our GDL proto-book.
A Brief Introduction to Geometric Deep Learning | Towards ...
Jul 25, 2022 · One of the most powerful inductive biases is to leverage notions of geometry, giving rise to the field of geometric deep learning.
Geometric Deep Learning: An In-Depth Exploration of ...
Oct 26, 2024 · Geometric Deep Learning (GDL) is a burgeoning field within artificial intelligence (AI) that extends the capabilities of traditional deep learning models by incorporating geometric principles.
Geometric deep learning Geometry is a powerful inductive bias. Term geometric deep learning first coined by Michael Bronstein (Bronstein et al. 2017; Bronstein et al. 2022)
Geometric Deep Learning: Neural Networks in Spherical ...
4 days ago · Learn about hierarchical structures in hyperbolic space, rotations in spherical geometry, and Lie group transformations.
Erlangen Programme of Machine Learning ”The object of geometry is to investigate the properties of figures which remain unchanged under certain groups of transformations.”