2 papers
cs.LG2020
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Marius Jahrens, Thomas Martinetz
Raven's Progressive Matrices are a benchmark originally designed to test the cognitive abilities of humans. It has recently been adapted to test relational reasoning in machine lea…
cs.LG2018
Multi-layer Relation Networks
Marius Jahrens, Thomas Martinetz
Relational Networks (RN) as introduced by Santoro et al. (2017) have demonstrated strong relational reasoning capabilities with a rather shallow architecture. Its single-layer desi…