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Found 3 papers, 1 papers with code
WiP Abstract : Robust Out-of-distribution Motion Detection and Localization in Autonomous CPS
Highly complex deep learning models are increasingly integrated into modern cyber-physical systems (CPS), many of which have strict safety requirements.
Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications
Uncertainties in machine learning are a significant roadblock for its application in safety-critical cyber-physical systems (CPS).
Towards Robust Classification with Image Quality Assessment
Recent studies have shown that deep convolutional neural networks (DCNN) are vulnerable to adversarial examples and sensitive to perceptual quality as well as the acquisition condition of images.
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