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01/30/2021
Detecting Pulmonary Coccidioidomycosis (Valley fever) with Deep Convolutional Neural Networks
Coccidioidomycosis is the most common systemic mycosis in dogs in the so...
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12/11/2020
Deep-Learning-Based Kinematic Reconstruction for DUNE
In the framework of three-active-neutrino mixing, the charge parity phas...
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05/08/2020
Sherpa: Robust Hyperparameter Optimization for Machine Learning
Sherpa is a hyperparameter optimization library for machine learning mod...
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04/14/2020
A Fortran-Keras Deep Learning Bridge for Scientific Computing
Implementing artificial neural networks is commonly achieved via high-le...
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03/17/2020
Giving Up Control: Neurons as Reinforcement Learning Agents
Artificial Intelligence has historically relied on planning, heuristics,...
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03/03/2020
Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts
Transfer learning allows us to train deep architectures requiring a larg...
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12/21/2019
Questions to Guide the Future of Artificial Intelligence Research
The field of machine learning has focused, primarily, on discretized sub...
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09/23/2019