Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen
Schwaiger, Adrian
Presentation
2020Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
Henne, Maximilian; Schwaiger, Adrian; Roscher, Karsten; Weiß, Gereon
Conference Paper
2020Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Schwaiger, Adrian; Sinhamahapatra, Poulami; Gansloser, Jens; Roscher, Karsten
Conference Paper
2020Sampling Based Methods for Uncertainty Quantification in Neural Networks
Felgentreff, Jens
: Ankerst, Donna (Aufgabensteller); Schwaiger, Adrian (Betreuer)
Bachelor Thesis
2019Managing Uncertainty of AI-based Perception for Autonomous Systems
Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon
Conference Paper