Anselm Haselhoff

32 papers A 1B 3C 1Journal 11Unranked 15
YearRankTypeTitle / Venue / Authors
2024 A conf
Quantifying Local Model Validity using Active Learning.
UAI
Sven Lämmle, Can Bogoclu, Robert Vosshall, Anselm Haselhoff, Dirk Roos
2024 J jnl
Quantifying Local Model Validity using Active Learning.
CoRR
Sven Lämmle, Can Bogoclu, Robert Vosshall, Anselm Haselhoff, Dirk Roos
2024 J jnl
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations.
CoRR
Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers, Jonas Schneider
2024 — conf
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-explainable Model with Counterfactual Explanations.
ECCV (53)
Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers, Jonas Schneider
2022 J jnl
Confidence Calibration for Object Detection and Segmentation.
CoRR
Fabian Küppers, Anselm Haselhoff, Jan Kronenberger, Jonas Schneider
2022 — conf
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection.
ECCV Workshops (5)
Fabian Küppers, Jonas Schneider, Anselm Haselhoff
2022 J jnl
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection.
CoRR
Fabian Küppers, Jonas Schneider, Anselm Haselhoff
2022 J jnl
Segmentation-guided Domain Adaptation for Efficient Depth Completion.
CoRR
Fabian Märkert, Martin Sunkel, Anselm Haselhoff, Stefan Rudolph
2021 C conf
Bayesian Confidence Calibration for Epistemic Uncertainty Modelling.
IV
Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff
2021 J jnl
Bayesian Confidence Calibration for Epistemic Uncertainty Modelling.
CoRR
Fabian Küppers, Jan Kronenberger, Jonas Schneider, Anselm Haselhoff
2021 — conf
From Black-box to White-box: Examining Confidence Calibration under different Conditions.
SafeAI@AAAI
Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff
2021 J jnl
From Black-box to White-box: Examining Confidence Calibration under different Conditions.
CoRR
Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff
2021 J jnl
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.
CoRR
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
2021 — conf
Towards Black-Box Explainability With Gaussian Discriminant Knowledge Distillation.
CVPR Workshops
Anselm Haselhoff, Jan Kronenberger, Fabian Küppers, Jonas Schneider
2020 J jnl
Dependency Decomposition and a Reject Option for Explainable Models.
CoRR
Jan Kronenberger, Anselm Haselhoff
2020 — conf
Multivariate Confidence Calibration for Object Detection.
CVPR Workshops
Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff
2020 J jnl
Multivariate Confidence Calibration for Object Detection.
CoRR
Fabian Küppers, Jan Kronenberger, Amirhossein Shantia, Anselm Haselhoff
2019 — conf
Random Forest on an Embedded Device for Real-time Machine State Classification.
EUSIPCO
Fabian Küppers, Jonas Albers, Anselm Haselhoff
2018 — conf
Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification?
ICANN (3)
Jan Kronenberger, Anselm Haselhoff
2017 B conf
Markov random field for image synthesis with an application to traffic sign recognition.
Intelligent Vehicles Symposium
Anselm Haselhoff, Christian Nunn, Dennis Müller, Mirko Meuter, Lutz Roese-Koerner
2012 — —
Beiträge zur Signalverarbeitung für eine kamerabasierte Erkennung von Fahrzeugen, Fußgängern und Fußgängerüberwegen: Wahl der Trainingsbildauflösung, schnelle Filterung, Sensordatenfusion und optimiertes optisches Tracking.
Anselm Haselhoff
2012 J jnl
On filtering by means of generalized integral images: a review and applications.
Multidimens. Syst. Signal Process.
Anselm Haselhoff, Anton Kummert
2011 — conf
Multi-camera Pedestrian Detection by Means of Track-To-Track Fusion and Car2Car Communication.
VISAPP
Anselm Haselhoff, Lars Hoehmann, Anton Kummert, Christian Nunn, Mirko Meuter, Stefan Müller-Schneiders
2011 — conf
Multisensor data fusion for advanced driver assistance systems - the Active Safety Car project.
nDS
Alexandros Gavriilidis, Tim Schwerdtfeger, Jörg Velten, Sam Schauland, Lars Hoehmann, Anselm Haselhoff, Fritz Boschen, Anton Kummert
2011 — conf
On Occlusion-Handling for People Detection Fusion in Multi-camera Networks.
MCSS
Anselm Haselhoff, Lars Hoehmann, Christian Nunn, Mirko Meuter, Anton Kummert
2010 B conf
On visual crosswalk detection for driver assistance systems.
Intelligent Vehicles Symposium
Anselm Haselhoff, Anton Kummert
2010 B conf
Pedestrian crossing detecting as a part of an urban pedestrian safety system.
Intelligent Vehicles Symposium
Sebastian Sichelschmidt, Anselm Haselhoff, Anton Kummert, Martin Roehder, Bjoern Elias, Karsten Berns
2009 — conf
2D line filters for vision-based lane detection and tracking.
nDS
Anselm Haselhoff, Anton Kummert
2009 — conf
An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning.
VISAPP (2)
Anselm Haselhoff, Anton Kummert
2009 — conf
An evolutionary optimized vehicle tracker in collaboration with a detection system.
ITSC
Anselm Haselhoff, Anton Kummert
2007 — conf
Radar-Vision Fusion with an Application to Car-Following using an Improved AdaBoost Detection Algorithm.
ITSC
Anselm Haselhoff, Anton Kummert, Georg Schneider
2007 — conf
Radar-vision fusion for vehicle detection by means of improved haar-like feature and AdaBoost approach.
EUSIPCO
Anselm Haselhoff, Anton Kummert, Georg Schneider