401 citations · 807 across the 8 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.AI2020★ 5 cited
Learning Task-General Representations with Generative Neuro-Symbolic Modeling
Reuben Feinman, Brenden M. Lake
People can learn rich, general-purpose conceptual representations from only raw perceptual inputs. Current machine learning approaches fall well short of these human standards, alt…
cs.LG2020★ 5 cited
Generating new concepts with hybrid neuro-symbolic models
Reuben Feinman, Brenden M. Lake
Human conceptual knowledge supports the ability to generate novel yet highly structured concepts, and the form of this conceptual knowledge is of great interest to cognitive scient…