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cs.LG2024
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets
Jens Henriksson, Christian Berger, Stig Ursing +1
Safety measures need to be systemically investigated to what extent they evaluate the intended performance of Deep Neural Networks (DNNs) for critical applications. Due to a lack o…
cs.LG2019★ 2 cited
Towards Structured Evaluation of Deep Neural Network Supervisors
Jens Henriksson, Christian Berger, Markus Borg +4
Deep Neural Networks (DNN) have improved the quality of several non-safety related products in the past years. However, before DNNs should be deployed to safety-critical applicatio…