32 citations · 36 across the 2 of their papers we have counts for
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cs.AI2020★ 4 cited
Learning to learn generative programs with Memoised Wake-Sleep
Luke B. Hewitt, Tuan Anh Le, Joshua B. Tenenbaum
We study a class of neuro-symbolic generative models in which neural networks are used both for inference and as priors over symbolic, data-generating programs. As generative model…
cs.AI2019★ 32 cited
Learning to Infer Program Sketches
Maxwell Nye, Luke Hewitt, Joshua Tenenbaum +1
Our goal is to build systems which write code automatically from the kinds of specifications humans can most easily provide, such as examples and natural language instruction. The…