Modularity Matters: Learning Invariant Relational Reasoning Tasks

Jason Jo, Vikas Verma, Yoshua Bengio

We focus on two supervised visual reasoning tasks whose labels encode a semantic relational rule between two or more objects in an image: the MNIST Parity task and the colorized Pe…