Geometric Deep Learning

concepts · 2 notes linked

Related: Qualcomm · University Of Amsterdam · Convolutional Neural Networks · Gauge Equivariance · Pytorch Geometric · Graph Neural Networks · Relational Learning

Notes

• An Idea From Physics Helps AI See in Higher Dimensions | Quanta Magazine — Gauge-equivariant CNNs extend deep learning to curved non-Euclidean surfaces
• From Graph ML to Deep Relational Learning | Towards Data Science — GNN principles unified via relational logic and symmetry perspective