Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Anselm Haselhoff

Bayesian Confidence Calibration for Epistemic Uncertainty Modelling


Sep 21, 2021
Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff

* Published at 32nd IEEE Intelligent Vehicles Symposium (IV) 2021 

  Access Paper or Ask Questions

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


Apr 29, 2021
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

* 94 pages 

  Access Paper or Ask Questions

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


Jan 08, 2021
Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff

* Accepted on SafeAI 2021 workshop on AAAI 2021 conference 

  Access Paper or Ask Questions

Dependency Decomposition and a Reject Option for Explainable Models


Dec 11, 2020
Jan Kronenberger, Anselm Haselhoff

* Accepted at CVPR 2019 Workshop "DThree19: Dependable Deep Detectors" 

  Access Paper or Ask Questions

Multivariate Confidence Calibration for Object Detection


Apr 28, 2020
Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff

* Accepted on CVPR 2020 Workshop: "2nd Workshop on Safe Artificial Intelligence for Automated Driving (SAIAD)" 

  Access Paper or Ask Questions