Fabian Hger
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
8
Active years
2012–2023
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | EuroSPI | An Approach to the Instantiation of the EU AI Act: A Level of Done Derivation and a Case Study from the Automotive Domain. | Fabian Hger, Alexander Poth, Andreas Wittmann, Roland Walgenbach |
| 2022 | BMVC | Performance Limiting Factors of Deep Neural Networks for Pedestrian Detection. | Yasin Bayzidi, Alen Smajic, Jan David Schneider, Fabian Hger, Ruby Moritz, Alois C. Knoll |
| 2022 | CVPR | Performance Prediction for Semantic Segmentation by a Self-Supervised Image Reconstruction Decoder. | Andreas Br, Marvin Klingner, Jonas Lhdefink, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2021 | CVPR | Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. | Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hger, Tim Wirtz |
| 2021 | CVPR | An Unsupervised Temporal Consistency (TC) Loss To Improve the Performance of Semantic Segmentation Networks. | Serin Varghese, Sharat Gujamagadi, Marvin Klingner, Nikhil Kapoor, Andreas Br, Jan David Schneider, Kira Maag, Peter Schlicht, Fabian Hger, Tim Fingscheidt |
| 2021 | IJCNN | From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation. | Nikhil Kapoor, Andreas Br, Serin Varghese, Jan David Schneider, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2021 | IJCNN | Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates. | Kira Maag, Matthias Rottmann, Serin Varghese, Fabian Hger, Peter Schlicht, Hanno Gottschalk |
| 2021 | SAFECOMP | An Integrated Approach to a Safety Argumentation for AI-Based Perception Functions in Automated Driving. | Michael Mock, Stephan Scholz, Frdrik Blank, Fabian Hger, Andreas J. Rohatschek, Loren Schwarz, Thomas Stauner |
| 2020 | CVPR | Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote. | Andreas Br, Marvin Klingner, Serin Varghese, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2020 | CVPR | Self-Supervised Domain Mismatch Estimation for Autonomous Perception. | Jonas Lhdefink, Justin Fehrling, Marvin Klingner, Fabian Hger, Peter Schlicht, Nico M. Schmidt, Tim Fingscheidt |
| 2020 | CVPR | Using Mixture of Expert Models to Gain Insights into Semantic Segmentation. | Svetlana Pavlitskaya, Christian Hubschneider, Michael Weber, Ruby Moritz, Fabian Hger, Peter Schlicht, J. Marius Zllner |
| 2020 | CVPR | Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving. | Serin Varghese, Yasin Bayzidi, Andreas Br, Nikhil Kapoor, Sounak Lahiri, Jan David Schneider, Nico M. Schmidt, Peter Schlicht, Fabian Hger, Tim Fingscheidt |
| 2020 | DATE | Detection of False Positive and False Negative Samples in Semantic Segmentation. | Matthias Rottmann, Kira Maag, Robin Chan, Fabian Hger, Peter Schlicht, Hanno Gottschalk |
| 2020 | ICPR | Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. | Laura von Rden, Tim Wirtz, Fabian Hger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage |
| 2020 | IJCNN | Controlled False Negative Reduction of Minority Classes in Semantic Segmentation. | Robin Chan, Matthias Rottmann, Fabian Hger, Peter Schlicht, Hanno Gottschalk |
| 2020 | IJCNN | Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities. | Matthias Rottmann, Pascal Colling, Thomas-Paul Hack, Robin Chan, Fabian Hger, Peter Schlicht, Hanno Gottschalk |
| 2019 | CVPR | The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks. | Felix Assion, Peter Schlicht, Florens Grener, Wiebke Gnther, Fabian Hger, Nico M. Schmidt, Umair Rasheed |
| 2019 | CVPR | On the Robustness of Redundant Teacher-Student Frameworks for Semantic Segmentation. | Andreas Br, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2019 | CVPR | Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain. | Jan-Aike Bolte, Markus Kamp, Antonia Breuer, Silviu Homoceanu, Peter Schlicht, Fabian Hger, Daniel Lipinski, Tim Fingscheidt |
| 2019 | CVPR | The Ethical Dilemma When (Not) Setting up Cost-Based Decision Rules in Semantic Segmentation. | Robin Chan, Matthias Rottmann, Radin Dardashti, Fabian Hger, Peter Schlicht, Hanno Gottschalk |
| 2012 | GI | Eine abgesicherte Bedien-und Anzeigeschnittstelle zur Integration von Smartphone-Anwendungen in die Benutzeroberflche von Fahrerinformationssystemen. | Fabian Hger |