Kevin Ellis

Learning to Infer Graphics Programs from Hand-Drawn Images

Kevin Ellis, Daniel Ritchie, Armando Solar-Lezama et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 103 citations

DreamCoder: growing generalizable, interpretable knowledge with wake–sleep Bayesian program learning

Kevin Ellis, Lionel Wong, Maxwell Nye et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2023 · 100 citations · Full text

DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning

Kevin Ellis, Catherine Wong, Maxwell Nye et al. · 2021 · 89 citations

Artificial Intelligence, Engineering, Machine Learning +15

A language of thought for the mental representation of geometric shapes

Mathias Sablé-Meyer, Kevin Ellis, Josh Tenenbaum et al. · Cognitive Psychology · 2022 · 63 citations

Geometric Modeling, Spatial Reasoning, Philosophy Of Language +14

Write, Execute, Assess: Program Synthesis with a REPL

Kevin Ellis, Maxwell Nye, Yewen Pu et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 54 citations