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Learning abstract structure for drawing by efficient motor program induction
Humans flexibly solve new problems that differ qualitatively from those ...
08/08/2020 ∙ by Lucas Y. Tian, et al. ∙
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Program Synthesis with Pragmatic Communication
Program synthesis techniques construct or infer programs from user-provi...
07/09/2020 ∙ by Yewen Pu, et al. ∙
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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...
06/15/2020 ∙ by Kevin Ellis, et al. ∙
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Write, Execute, Assess: Program Synthesis with a REPL
We present a neural program synthesis approach integrating components wh...
06/09/2019 ∙ by Kevin Ellis, et al. ∙
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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...
01/09/2019 ∙ by Yonglong Tian, et al. ∙
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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...
07/30/2017 ∙ by Kevin Ellis, et al. ∙
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