Learning Compositional Structures for Deep Learning: Why Routing-by-agreement is Necessary

Sai Raam Venkatraman, Ankit Anand, S. Balasubramanian +1

A formal description of the compositionality of neural networks is associated directly with the formal grammar-structure of the objects it seeks to represent. This formal grammar-s…