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Learning abstract structure for drawing by efficient motor program induction
Humans flexibly solve new problems that differ qualitatively from those ...
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Program Synthesis with Pragmatic Communication
Program synthesis techniques construct or infer programs from user-provi...
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DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
Expert problem-solving is driven by powerful languages for thinking abou...
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Write, Execute, Assess: Program Synthesis with a REPL
We present a neural program synthesis approach integrating components wh...
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Learning to Infer and Execute 3D Shape Programs
Human perception of 3D shapes goes beyond reconstructing them as a set o...
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Learning to Infer Graphics Programs from Hand-Drawn Images
We introduce a model that learns to convert simple hand drawings into gr...
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Kevin Ellis
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