ICLR2025
On the Completeness of Invariant Geometric Deep Learning Models
Zian Li, Xiyuan Wang, Shijia Kang, Muhan Zhang
Abstract
Invariant models-an essential class of geometric deep learning architectures-excel at generating meaningful geometric representations by harnessing invariant features within point clouds.