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https://openreview.net/forum?id=H1gfOiAqYm Execution-Guided Neural Program Synthesis | OpenReview Neural program synthesis from input-output examples has attracted an increasing interest from both the machine learning and the programming language community.... program synthesis execution guided neural openreview https://www.amazon.science/publications/program-synthesis-from-partial-traces Program synthesis from partial traces - Amazon Science We present the first technique to synthesize programs that compose side-effecting functions, pure functions, and control flow, from partial traces containing... program synthesis partial traces amazon science https://deepai.org/publication/program-synthesis-using-conflict-driven-learning Program Synthesis using Conflict-Driven Learning | DeepAI Nov 21, 2017 - 11/21/17 - We propose a new conflict-driven program synthesis technique that is capable of learning from past mistakes. Given a spurious prog... program synthesis using conflict driven learning https://deepai.org/publication/plunder-probabilistic-program-synthesis-for-learning-from-unlabeled-and-noisy-demonstrations PLUNDER: Probabilistic Program Synthesis for Learning from Unlabeled and Noisy Demonstrations |... Mar 2, 2023 - 03/02/23 - Learning from demonstration (LfD) is a widely researched paradigm for teaching robots to perform novel tasks. LfD works particular... program synthesis for learning plunder probabilistic https://nla.gov.au/nla.obj-2730978143/view Reef Rescue Marine Monitoring Program synthesis report. marine monitoring program synthesis reef rescue report https://www.sri.com/publication/artificial-intelligence-pubs/towards-automatic-program-synthesis/ Towards Automatic Program Synthesis - SRI Feb 16, 2023 - An elementary outline of the theorem-proving approach to automatic program synthesis is given, without dwelling on technical details. automatic program synthesis towards sri https://openreview.net/forum?id=HL5l13dbybq Compositional Generalization and Decomposition in Neural Program Synthesis | OpenReview We study compositional generalization in the context of program synthesis, proposing benchmark datasets to measure this, and introducing novel... program synthesis compositional generalization decomposition neural https://www.sri.com/publication/oracle-guided-component-based-program-synthesis/ Oracle-Guided Component-Based Program Synthesis - SRI Apr 7, 2023 - We present a novel approach to automatic synthesis of loop-free programs. component based program synthesis oracle guided sri https://openreview.net/forum?id=_nRSyha2SP Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages | OpenReview Program synthesis from input-output (IO) examples has been a long-standing challenge. While recent works demonstrated limited success on domain-specific... domain specific languages program synthesis latent execution neural https://www.sri.com/publication/artificial-intelligence-pubs/proposal-for-research-on-automatic-program-synthesis-systems/ Proposal for Research on Automatic Program Synthesis Systems - SRI Feb 17, 2023 - Develop a general plan to conduct sets of experiments which utilize results of the study to date. automatic program synthesis for research proposal systems sri https://nla.gov.au/nla.obj-2730978156/view Reef Rescue Marine Monitoring Program synthesis report. marine monitoring program synthesis reef rescue report https://pmc.ncbi.nlm.nih.gov/articles/PMC12490122/ Chemical classification program synthesis using generative artificial intelligence - PMC Accurately classifying chemical structures is essential for cheminformatics and bioinformatics, including tasks such as identifying bioactive compounds of... chemical classification program synthesis artificial intelligence using generative https://openreview.net/forum?id=DPtaZJ72T5 Toward Trustworthy Neural Program Synthesis | OpenReview We develop an approach to estimate the probability that a program sampled from a large language model is correct. Given a natural language description of a... program synthesis toward trustworthy neural openreview https://www.microsoft.com/en-us/research/blog/deep-learning-program-synthesis/?wt.mc_id=MCR_378116_FB1 Deep Learning for Program Synthesis - Microsoft Research Jul 11, 2017 - By Rishabh Singh, Jacob Devlin, Abdelrahman Mohamed, and Pushmeet Kohli, Microsoft Research Despite the many advances in computing over the past decades, the... deep learning program synthesis microsoft research https://www.microsoft.com/en-us/research/publication/flashmeta-framework-inductive-program-synthesis/ FlashMeta: A Framework for Inductive Program Synthesis - Microsoft Research Oct 17, 2018 - Inductive synthesis, or programming-by-examples (PBE) is gaining prominence with disruptive applications for automating repetitive tasks in end-user... program synthesis framework inductive microsoft research https://nla.gov.au/nla.obj-2730978124/view Reef Rescue Marine Monitoring Program synthesis report. marine monitoring program synthesis reef rescue report https://www.jci.org/articles/view/15593 JCI - SREBPs: activators of the complete program of cholesterol and fatty acid synthesis in the... https://www.dol.gov/agencies/eta/research/publications/evaluation-trade-adjustment-assistance-program-synthesis-major The Evaluation of the Trade Adjustment Assistance Program: A Synthesis of Major Findings This report summarizes major findings from more than a dozen separate publications of the Evaluation of the Trade Adjustment Assistance (TAA) Program. The... trade adjustment assistance the evaluation