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10/07/2021
Improving MC-Dropout Uncertainty Estimates with Calibration Error-based Optimization
Uncertainty quantification of machine learning and deep learning methods...
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07/28/2021
Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning
Countless research works of deep neural networks (DNNs) in the task of c...
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07/24/2021
An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products
Defects are unavoidable in casting production owing to the complexity of...
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07/19/2021
Confidence Aware Neural Networks for Skin Cancer Detection
Deep learning (DL) models have received particular attention in medical ...
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12/22/2020
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection
Deep neural networks (DNNs) have been widely applied for detecting COVID...
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07/26/2020