Reuben Feinman

Learning Task-General Representations with Generative Neuro-Symbolic Modeling

People can learn rich, general-purpose conceptual representations from only raw perceptual inputs. Current machine learning approaches fall well short of these human standards, although different modeling traditions often have complementary strengths. Symbolic models can capture the compositional an…