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Fabian Küppers
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2020 – today
- 2023
- [i7]Fabian Küppers:
Uncertainty Calibration and its Application to Object Detection. CoRR abs/2302.02622 (2023) - 2022
- [c6]Fabian Küppers, Jonas Schneider, Anselm Haselhoff
:
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection. ECCV Workshops (5) 2022: 426-442 - [i6]Fabian Küppers, Anselm Haselhoff, Jan Kronenberger, Jonas Schneider:
Confidence Calibration for Object Detection and Segmentation. CoRR abs/2202.12785 (2022) - [i5]Fabian Küppers, Jonas Schneider, Anselm Haselhoff:
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection. CoRR abs/2207.01242 (2022) - 2021
- [c5]Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff:
From Black-box to White-box: Examining Confidence Calibration under different Conditions. SafeAI@AAAI 2021 - [c4]Anselm Haselhoff
, Jan Kronenberger, Fabian Küppers, Jonas Schneider:
Towards Black-Box Explainability With Gaussian Discriminant Knowledge Distillation. CVPR Workshops 2021: 21-28 - [c3]Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff
:
Bayesian Confidence Calibration for Epistemic Uncertainty Modelling. IV 2021: 466-472 - [i4]Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff:
From Black-box to White-box: Examining Confidence Calibration under different Conditions. CoRR abs/2101.02971 (2021) - [i3]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:
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. CoRR abs/2104.14235 (2021) - [i2]Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff:
Bayesian Confidence Calibration for Epistemic Uncertainty Modelling. CoRR abs/2109.10092 (2021) - 2020
- [c2]Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff
:
Multivariate Confidence Calibration for Object Detection. CVPR Workshops 2020: 1322-1330 - [i1]Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff:
Multivariate Confidence Calibration for Object Detection. CoRR abs/2004.13546 (2020)
2010 – 2019
- 2019
- [c1]Fabian Küppers, Jonas Albers, Anselm Haselhoff
:
Random Forest on an Embedded Device for Real-time Machine State Classification. EUSIPCO 2019: 1-5
Coauthor Index
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