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09/12/2023
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction
A central challenge for cognitive science is to explain how abstract con...
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06/04/2023
Systematic Visual Reasoning through Object-Centric Relational Abstraction
Human visual reasoning is characterized by an ability to identify abstra...
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09/29/2022
Zero-shot visual reasoning through probabilistic analogical mapping
Human reasoning is grounded in an ability to identify highly abstract co...
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12/29/2020
Emergent Symbols through Binding in External Memory
A key aspect of human intelligence is the ability to infer abstract rule...
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12/13/2020
A Memory-Augmented Neural Network Model of Abstract Rule Learning
Human intelligence is characterized by a remarkable ability to infer abs...
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07/09/2020