Open Internet by MindsNet

Reducing reliance on brute force pre-training in deep learning

The author questions whether the need for large-scale pre-training in deep learning can be reduced by incorporating geometric deep learning principles that build symmetries and invariances directly into model architectures.

Mathematics & logic, Mathematics, Geometry