ICLR2025

On the Completeness of Invariant Geometric Deep Learning Models

Zian Li, Xiyuan Wang, Shijia Kang, Muhan Zhang

摘要

Invariant models-an essential class of geometric deep learning architectures-excel at generating meaningful geometric representations by harnessing invariant features within point clouds.