Geometric deep learning

Geometric Deep Learning is an attempt for geometric unification of a broad class of ML problems from the perspectives of symmetry and invariance

References

• Geometric foundations of Deep Learning

Talks and courses

• #TALK Geometric Deep Learning: The Erlangen Programme of ML (M Bronstein, ICLR 2021 Keynote)
• #COURSE Geometric Deep Learning

References

• #PAPER #REVIEW Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges (Bronstein 2021)
  • https://geometricdeeplearning.com/
  • #TALK ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein
  • ICLR Invited Talk on Geometric Deep Learning