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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 51–67 of 67 papers

TitleStatusHype
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
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
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
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