Benedikt Franke

According to our database, Benedikt Franke authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes.

Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp

Neural Networks, July, 2023

ODD-Based Health Monitoring and Predictive Maintenance of Degrading Vehicle Functionality.

Yannick Kees, Gerald Sauter, Ryan Mut, Benedikt Franke, Frank Köster, Sven Hallerbach

Proceedings of the Short Paper Proceedings of the 5th Workshop on Artificial Intelligence and Formal Verification, 2023

2022

Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection.

Patrick Feifel, Benedikt Franke, Arne P. Raulf, Friedhelm Schwenker, Frank Bonarens, Frank Köster

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2021

Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection.

Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Ansgar Scherp

CoRR, 2021

Lifelong Learning of Graph Neural Networks for Open-World Node Classification.

Lukas Galke, Benedikt Franke, Tobias Zielke, Ansgar Scherp

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Towards improving the accuracy of aortic transvalvular pressure gradients: rethinking Bernoulli.

Benedikt Franke, Jürgen Weese, Irina Wächter-Stehle, Jan Brüning, Titus Kühne, Leonid Goubergrits

Medical Biol. Eng. Comput., 2020