Karsten Roscher

Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics

Maximilian Henne, Adrian Schwaiger, Karsten Roscher et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 2022 · 42 citations · Full text

CVIP: A Protocol for Complex Interactions Among Connected Vehicles

Bernhard Häfner, Josef Jiru, Karsten Roscher et al. · 2020 · 26 citations · Full text

Automated Vehicles, Vehicle Communication, Internet Of Vehicle +12

Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?

Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 2022 · 15 citations · Full text

OODformer: Out-Of-Distribution Detection Transformer

Rajat Koner, Poulami Sinhamahapatra, Karsten Roscher et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Security Overhead and Its Impact in VANETs

Sebastian Bittl, Karsten Roscher, Arturo González · 2015 · 11 citations · Full text

Hardware Security, Vehicle Communication, Internet Of Vehicle +13