Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective

Ziwei Zhang, Xin Wang, Zeyang Zhang +2

Deep neural networks have achieved great success in the last decade. When designing neural networks to handle the ubiquitous geometric data such as point clouds and graphs, it is c…