program synthesis

Data Generation for Neural Programming by Example AISTATS 2020 Few-Shot Bayesian Imitation Learning with Logical Program Policies AAAI 2020 Generating Programmatic Referring Expressions via Program Synthesis ICML 2020 Goal-directed Generation of Discrete Structures with Conditional Generative Models NeurIPS 2020 Grammar Filtering for Syntax-Guided Synthesis AAAI 2020 Guiding Program Synthesis by Learning to Generate Examples ICLR 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 Incremental Sampling Without Replacement for Sequence Models ICML 2020 Learning Differentiable Programs with Admissible Neural Heuristics NeurIPS 2020 Learning Large Logic Programs By Going Beyond Entailment IJCAI 2020 Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks NeurIPS 2020 Learning to Represent Programs with Property Signatures ICLR 2020 Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context ACL 2020 Mapping natural-language problems to formal-language solutions using structured neural representations ICML 2020 PLANS: Neuro-Symbolic Program Learning from Videos NeurIPS 2020 Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding ACL 2020 Program Synthesis with Pragmatic Communication NeurIPS 2020 Robot Action Selection Learning via Layered Dimension Informed Program Synthesis CoRL 2020 Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis NeurIPS 2020 Synthesizing Action Sequences for Modifying Model Decisions AAAI 2020 Synthesizing Tasks for Block-based Programming NeurIPS 2020 Turning 30: New Ideas in Inductive Logic Programming IJCAI 2020 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 Constraint-based Learning of Phonological Processes EMNLP 2019 From Explanation to Synthesis: Compositional Program Induction for Learning from Demonstration RSS 2019