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02/08/2019
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans
We introduce a new end-to-end computer aided detection and diagnosis sys...
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07/11/2018
Automated Vulnerability Detection in Source Code Using Deep Representation Learning
Increasing numbers of software vulnerabilities are discovered every year...
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05/18/2018
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
Motivated by the problem of automated repair of software vulnerabilities...
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04/20/2018
The Role-Relevance Model for Enhanced Semantic Targeting in Unstructured Text
Personalized search provides a potentially powerful tool, however, it is...
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02/14/2018
Automated software vulnerability detection with machine learning
Thousands of security vulnerabilities are discovered in production softw...
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12/01/2017
Propagating Uncertainty in Multi-Stage Bayesian Convolutional Neural Networks with Application to Pulmonary Nodule Detection
Motivated by the problem of computer-aided detection (CAD) of pulmonary ...
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03/04/2013