The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-explainable Model with Counterfactual Explanations. - Haselhoff, Anselm; Trelenberg, Kevin; Küppers, Fabian; Schneider, Jonas (2024)

Quantifying Local Model Validity using Active Learning. - Lämmle, Sven; Bogoclu, Can; Vosshall, Robert; Haselhoff, Anselm; Roos, Dirk (2024)

Quantifying Local Model Validity using Active Learning. - Lämmle, Sven; Bogoclu, Can; Vosshall, Robert; Haselhoff, Anselm; Roos, Dirk (CoRR, 2024)

The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations. - Haselhoff, Anselm; Trelenberg, Kevin; Küppers, Fabian; Schneider, Jonas (CoRR, 2024)

Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection. - Küppers, Fabian; Schneider, Jonas; Haselhoff, Anselm (2022)

Confidence Calibration for Object Detection and Segmentation. - Küppers, Fabian; Haselhoff, Anselm; Kronenberger, Jan; Schneider, Jonas (CoRR, 2022)

Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection. - Küppers, Fabian; Schneider, Jonas; Haselhoff, Anselm (CoRR, 2022)

Segmentation-guided Domain Adaptation for Efficient Depth Completion. - Märkert, Fabian; Sunkel, Martin; Haselhoff, Anselm; Rudolph, Stefan (CoRR, 2022)

From Black-box to White-box: Examining Confidence Calibration under different Conditions. - Schwaiger, Franziska; Henne, Maximilian; Küppers, Fabian; Roza, Felippe Schmoeller; Roscher, Karsten; Haselhoff, Anselm (2021)

Towards Black-Box Explainability With Gaussian Discriminant Knowledge Distillation. - Haselhoff, Anselm; Kronenberger, Jan; Küppers, Fabian; Schneider, Jonas (2021)

Bayesian Confidence Calibration for Epistemic Uncertainty Modelling. - Küppers, Fabian; Kronenberger, Jan; Schneider, Jonas; Haselhoff, Anselm (2021)

From Black-box to White-box: Examining Confidence Calibration under different Conditions. - Schwaiger, Franziska; Henne, Maximilian; Küppers, Fabian; Roza, Felippe Schmoeller; Roscher, Karsten; Haselhoff, Anselm (CoRR, 2021)

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. - Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; et al. (CoRR, 2021)

Bayesian Confidence Calibration for Epistemic Uncertainty Modelling. - Küppers, Fabian; Kronenberger, Jan; Schneider, Jonas; Haselhoff, Anselm (CoRR, 2021)

Multivariate Confidence Calibration for Object Detection. - Küppers, Fabian; Kronenberger, Jan; Shantia, Amirhossein; Haselhoff, Anselm (2020)

Multivariate Confidence Calibration for Object Detection. - Küppers, Fabian; Kronenberger, Jan; Shantia, Amirhossein; Haselhoff, Anselm (CoRR, 2020)

Dependency Decomposition and a Reject Option for Explainable Models. - Kronenberger, Jan; Haselhoff, Anselm (CoRR, 2020)

Random Forest on an Embedded Device for Real-time Machine State Classification. - Küppers, Fabian; Albers, Jonas; Haselhoff, Anselm (2019)

Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification? - Kronenberger, Jan; Haselhoff, Anselm (2018)

Markov random field for image synthesis with an application to traffic sign recognition. - Haselhoff, Anselm; Nunn, Christian; Müller, Dennis; Meuter, Mirko; Roese-Koerner, Lutz (2017)

Beiträge zur Signalverarbeitung für eine kamerabasierte Erkennung von Fahrzeugen, Fußgängern und Fußgängerüberwegen: Wahl der Trainingsbildauflösung, schnelle Filterung, Sensordatenfusion und optimiertes optisches Tracking. - Haselhoff, Anselm (Der Andere Verlag, 2012)

On filtering by means of generalized integral images: a review and applications. - Haselhoff, Anselm; Kummert, Anton (Multidimens. Syst. Signal Process., 2012)

On Occlusion-Handling for People Detection Fusion in Multi-camera Networks. - Haselhoff, Anselm; Hoehmann, Lars; Nunn, Christian; Meuter, Mirko; Kummert, Anton (2011)

Multisensor data fusion for advanced driver assistance systems - the Active Safety Car project. - Gavriilidis, Alexandros; Schwerdtfeger, Tim; Velten, Jörg; Schauland, Sam; Hoehmann, Lars; Haselhoff, Anselm; Boschen, Fritz; Kummert, Anton (2011)

Multi-camera Pedestrian Detection by Means of Track-To-Track Fusion and Car2Car Communication. - Haselhoff, Anselm; Hoehmann, Lars; Kummert, Anton; Nunn, Christian; Meuter, Mirko; Müller-Schneiders, Stefan (2011)

Pedestrian crossing detecting as a part of an urban pedestrian safety system. - Sichelschmidt, Sebastian; Haselhoff, Anselm; Kummert, Anton; Roehder, Martin; Elias, Bjoern; Berns, Karsten (2010)

On visual crosswalk detection for driver assistance systems. - Haselhoff, Anselm; Kummert, Anton (2010)

An evolutionary optimized vehicle tracker in collaboration with a detection system. - Haselhoff, Anselm; Kummert, Anton (2009)

2D line filters for vision-based lane detection and tracking. - Haselhoff, Anselm; Kummert, Anton (2009)

An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning. - Haselhoff, Anselm; Kummert, Anton (2009)

Radar-vision fusion for vehicle detection by means of improved haar-like feature and AdaBoost approach. - Haselhoff, Anselm; Kummert, Anton; Schneider, Georg (2007)

Radar-Vision Fusion with an Application to Car-Following using an Improved AdaBoost Detection Algorithm. - Haselhoff, Anselm; Kummert, Anton; Schneider, Georg (2007)