The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning

Yuhuai Wu
Yuhuai Wu
Honghua Dong
Honghua Dong
Cited by: 4|Views15

Abstract:

In this work, we focus on an analogical reasoning task that contains rich compositional structures, Raven's Progressive Matrices (RPM). To discover compositional structures of the data, we propose the Scattering Compositional Learner (SCL), an architecture that composes neural networks in a sequence. Our SCL achieves state-of-the-art pe...More

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