Fig. 1: The overall architecture of our approach PointMoment.
From: PointMoment: a mixed-moment self-supervised learning approach for 3D Terracotta Warriors

The loss is composed of two important parts, one is the loss based on invariance, and the other is the loss based on redundancy reduction. The latter involves constraints of order two or higher.