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08/28/2022
Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications
A railway is a complex system comprising multiple infrastructure and rol...
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04/29/2022
Controlled Generation of Unseen Faults for Partial and OpenSet Partial Domain Adaptation
New operating conditions can result in a performance drop of fault diagn...
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09/30/2020
Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data
Mislabeled samples are ubiquitous in real-world datasets as rule-based o...
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06/29/2020
Supervised Learning and Reinforcement Learning of Feedback Models for Reactive Behaviors: Tactile Feedback Testbed
Robots need to be able to adapt to unexpected changes in the environment...
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07/19/2019
Automated Machine Learning in Practice: State of the Art and Recent Results
A main driver behind the digitization of industry and society is the bel...
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07/13/2018