45 citations · 264 across the 36 of their papers we have counts for
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cs.SE2022
Digital Sovereignty and Software Engineering for the IoT-laden, AI/ML-driven Era
Christian Berger
Today's software engineering already needs to deal with challenges originating from the multidisciplinarity that is required to realize IoT products: Many variants consist of senso…
cs.CV2022
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems
Jens Henriksson, Christian Berger, Stig Ursing
Machine learning (ML)-enabled approaches are considered a substantial support technique of detection and classification of obstacles of traffic participants in self-driving vehicle…
cs.LG2022★ 16 cited
Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks
Jens Henriksson, Christian Berger, Markus Borg +3
Several areas have been improved with Deep Learning during the past years. Implementing Deep Neural Networks (DNN) for non-safety related applications have shown remarkable achieve…