Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations

Tomas Pevny, Vasek Smidl, Martin Trapp +2

In this work, we propose Sum-Product-Transform Networks (SPTN), an extension of sum-product networks that uses invertible transformations as additional internal nodes. The type and…