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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 1–50 of 67 papers

TitleStatusHype
Searching Latent Program SpacesCode2
RobustFill: Neural Program Learning under Noisy I/OCode1
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringCode1
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learningCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
Program Transfer for Answering Complex Questions over Knowledge BasesCode1
Playgol: learning programs through playCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Forgetting to learn logic programsCode1
Learning Differentiable Logic Programs for Abstract Visual ReasoningCode1
From explanation to synthesis: Compositional program induction for learning from demonstration—0
Guided Sketch-Based Program Induction by Search Gradients—0
Harmonizing Program Induction with Rate-Distortion Theory—0
Inference Over Programs That Make Predictions—0
Learning abstract structure for drawing by efficient motor program induction—0
Programs as Black-Box Explanations—0
Attention on Abstract Visual Reasoning—0
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs—0
Compositional diversity in visual concept learning—0
Neural Probabilistic Logic Programming in DeepProbLog—0
Bayesian Program Learning by Decompiling Amortized Knowledge—0
Explaining Transition Systems through Program Induction—0
Fast and flexible: Human program induction in abstract reasoning tasks—0
Few-Shot Bayesian Imitation Learning with Logical Program Policies—0
Flexible Compositional Learning of Structured Visual Concepts—0
Perspective Plane Program Induction from a Single Image—0
Probabilistic Neural Programs—0
Probabilistic Program Induction for Intuitive Physics Game Play—0
Program-Based Strategy Induction for Reinforcement Learning—0
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems—0
Abstraction and Analogy-Making in Artificial Intelligence—0
Program Transfer for Answering Complex Questions over Knowledge Bases—0
Representational efficiency outweighs action efficiency in human program induction—0
Summary - TerpreT: A Probabilistic Programming Language for Program Induction—0
TerpreT: A Probabilistic Programming Language for Program Induction—0
Towards Efficient Neurally-Guided Program Induction for ARC-AGI—0
Unsupervised Visual Program Induction with Function Modularization—0
Using Program Induction to Interpret Transition System Dynamics—0
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering—0
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction—0
Learning Object Placement Programs for Indoor Scene Synthesis with Iterative Self Training—0
Learning to learn generative programs with Memoised Wake-Sleep—0
Library Learning for Neurally-Guided Bayesian Program Induction—0
LLM-Guided Probabilistic Program Induction for POMDP Model Estimation—0
LLMs for Relational Reasoning: How Far are We?—0
Measuring few-shot extrapolation with program induction—0
Modeling infant object perception as program induction—0
Multi-Plane Program Induction with 3D Box Priors—0
Neural Program Meta-Induction—0
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version)—0
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