Bonarens, Frank

4 publications

ICCVW 2023 Identifying Out-of-Domain Objects with Dirichlet Deep Neural Networks Ahmed Hammam, Frank Bonarens, Seyed Eghbal Ghobadi, Christoph Stiller

ECCVW 2022 Towards Improved Intermediate Layer Variational Inference for Uncertainty Estimation Ahmed Hammam, Frank Bonarens, Seyed Eghbal Ghobadi, Christoph Stiller

ICCVW 2021 Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization Lukas Stäcker, Juncong Fei, Philipp Heidenreich, Frank Bonarens, Jason R. Rambach, Didier Stricker, Christoph Stiller

CVPRW 2021 Reevaluating the Safety Impact of Inherent Interpretability on Deep Neural Networks for Pedestrian Detection Patrick Feifel, Frank Bonarens, Frank Köster