503 citations
- Google (United States)US2 papers
- Max Planck Institute for Dynamics and Self-OrganizationDE2 papers
- Max Planck SocietyDE2 papers
- Allen InstituteUS1 paper
- Allen Institute for Brain ScienceUS1 paper
- Bernstein Center for Computational Neuroscience GöttingenDE1 paper
- Max Planck InnovationDE1 paper
- New York UniversityUS1 paper
Showing 2017Show all
2 papers · 1 filter
cs.CL2017★ 503 cited
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett +4
Relational reasoning is a central component of generally intelligent behavior, but has proven difficult for neural networks to learn. In this paper we describe how to use Relation…
cs.LG2017★ 74 cited
Discovering objects and their relations from entangled scene representations
David Raposo, Adam Santoro, David Barrett +3
Our world can be succinctly and compactly described as structured scenes of objects and relations. A typical room, for example, contains salient objects such as tables, chairs and…