层次关系推断

Oct, 2020

Hierarchical Relational Inference

Aleksandar Stanić, Sjoerd van Steenkiste, Jürgen Schmidhuber

TL;DR提出了一种将物体建模为部件层次结构的物理推理方法，它可以从原始图像中无监督地学习发现物体、部件及其关系，并在建模合成和真实世界视频方面提高了强基线表现。

Abstract

Common-sense physical reasoning in the real world requires learning about the interactions of objects and their dynamics. The notion of an abstract object, however, encompasses a wide variety of physical objects