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Taro Sekiyama

Learning Weighted Finite Automata over the Max-Plus Semiring and its Termination

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Jul 13, 2024
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Enhancing Loop-Invariant Synthesis via Reinforcement Learning

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Aug 14, 2021
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Toward Neural-Network-Guided Program Synthesis and Verification

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Mar 17, 2021
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Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces

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Apr 08, 2019
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Automated proof synthesis for propositional logic with deep neural networks

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May 30, 2018
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Profile-guided memory optimization for deep neural networks

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Apr 26, 2018
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Lung Nodule Classification by the Combination of Fusion Classifier and Cascaded Convolutional Neural Networks

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Dec 18, 2017
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Towards Proof Synthesis Guided by Neural Machine Translation for Intuitionistic Propositional Logic

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Jun 20, 2017
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Multi-stage Neural Networks with Single-sided Classifiers for False Positive Reduction and its Evaluation using Lung X-ray CT Images

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Mar 21, 2017
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