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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 26–50 of 67 papers

TitleStatusHype
Abstraction and Analogy-Making in Artificial Intelligence—0
Learning a Deep Generative Model like a Program: the Free Category PriorCode0
Multi-Plane Program Induction with 3D Box Priors—0
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
Measuring few-shot extrapolation with program induction—0
Learning abstract structure for drawing by efficient motor program induction—0
Strong Generalization and Efficiency in Neural ProgramsCode0
Learning to learn generative programs with Memoised Wake-Sleep—0
Perspective Plane Program Induction from a Single Image—0
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learningCode1
Automatic Discovery of Interpretable Planning StrategiesCode0
Knowledge Refactoring for Inductive Program SynthesisCode0
Forgetting to learn logic programsCode1
Attention on Abstract Visual Reasoning—0
Neural Probabilistic Logic Programming in DeepProbLog—0
Playgol: learning programs through playCode1
Few-Shot Bayesian Imitation Learning with Logical Program Policies—0
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs—0
From explanation to synthesis: Compositional program induction for learning from demonstration—0
Library Learning for Neurally-Guided Bayesian Program Induction—0
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction—0
Inference Over Programs That Make Predictions—0
Probabilistic Program Induction for Intuitive Physics Game Play—0
Representational efficiency outweighs action efficiency in human program induction—0
DeepProbLog: Neural Probabilistic Logic ProgrammingCode0
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