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How to Certify Machine Learning Based Safety-critical Systems? A
Systematic Literature ReviewInternational Conference on Automated Software Engineering (ASE), 2021 |
Uncertainty for Identifying Open-Set Errors in Visual Object DetectionIEEE Robotics and Automation Letters (RA-L), 2021 |
A Review of Testing Object-Based Environment Perception for Safe
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Estimating and Evaluating Regression Predictive Uncertainty in Deep
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Inferring Spatial Uncertainty in Object DetectionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 |