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cs.LG2024
Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring
Maarten Meire, Quinten Van Baelen, Ted Ooijevaar +1
The main goal of machine condition monitoring is, as the name implies, to monitor the condition of industrial applications. The objective of this monitoring can be mainly split int…
cs.LG2024
Constraint Guided Model Quantization of Neural Networks
Quinten Van Baelen, Peter Karsmakers
Deploying neural networks on the edge has become increasingly important as deep learning is being applied in an increasing amount of applications. At the edge computing hardware ty…