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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 1–25 of 67 papers

TitleStatusHype
Searching Latent Program SpacesCode2
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Playgol: learning programs through playCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
Forgetting to learn logic programsCode1
RobustFill: Neural Program Learning under Noisy I/OCode1
Program Transfer for Answering Complex Questions over Knowledge BasesCode1
Learning Differentiable Logic Programs for Abstract Visual ReasoningCode1
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learningCode1
Attention on Abstract Visual Reasoning—0
Few-Shot Bayesian Imitation Learning with Logical Program Policies—0
Learning Object Placement Programs for Indoor Scene Synthesis with Iterative Self Training—0
Flexible Compositional Learning of Structured Visual Concepts—0
Learning to learn generative programs with Memoised Wake-Sleep—0
Library Learning for Neurally-Guided Bayesian Program Induction—0
Abstraction and Analogy-Making in Artificial Intelligence—0
Bayesian Program Learning by Decompiling Amortized Knowledge—0
Inference Over Programs That Make Predictions—0
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs—0
Explaining Transition Systems through Program Induction—0
Learning abstract structure for drawing by efficient motor program induction—0
Fast and flexible: Human program induction in abstract reasoning tasks—0
Compositional diversity in visual concept learning—0
Harmonizing Program Induction with Rate-Distortion Theory—0
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