Fabian Küppers

According to our database, Fabian Küppers authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

Uncertainty Calibration and its Application to Object Detection.

Fabian Küppers

CoRR, 2023

2022

Confidence Calibration for Object Detection and Segmentation.

Fabian Küppers, Anselm Haselhoff, Jan Kronenberger, Jonas Schneider

CoRR, 2022

Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection.

Fabian Küppers, Jonas Schneider, Anselm Haselhoff

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.

Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle

CoRR, 2021

Bayesian Confidence Calibration for Epistemic Uncertainty Modelling.

Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Towards Black-Box Explainability With Gaussian Discriminant Knowledge Distillation.

Anselm Haselhoff, Jan Kronenberger, Fabian Küppers, Jonas Schneider

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

From Black-box to White-box: Examining Confidence Calibration under different Conditions.

Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff

Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021

2020

Multivariate Confidence Calibration for Object Detection.

Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Random Forest on an Embedded Device for Real-time Machine State Classification.

Fabian Küppers, Jonas Albers, Anselm Haselhoff

Proceedings of the 27th European Signal Processing Conference, 2019