| Inspect, understand, overcome: A survey of practical methods for ai safety S Houben, S Abrecht, M Akila, A Bär, F Brockherde, P Feifel, ... Deep neural networks and data for automated driving: Robustness, uncertainty …, 2022 | 86 | 2022 |
| Semantic concept testing in autonomous driving by extraction of object-level annotations from carla S Gannamaneni, S Houben, M Akila Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 15 | 2021 |
| Revisiting neuron coverage and its application to test generation S Abrecht, M Akila, SS Gannamaneni, K Groh, C Heinzemann, S Houben, ... International Conference on Computer Safety, Reliability, and Security, 289-301, 2020 | 15 | 2020 |
| Assessing systematic weaknesses of DNNs using counterfactuals SS Gannamaneni, M Mock, M Akila AI and Ethics 4 (1), 27-35, 2024 | 5 | 2024 |
| Investigating CLIP Performance for Meta-data Generation in AD Datasets SS Gannamaneni, A Sadaghiani, RP Rao, M Mock, M Akila Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
| Exploiting clip self-consistency to automate image augmentation for safety critical scenarios SS Gannamaneni, F Klein, M Mock, M Akila Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 4 | 2024 |
| The good and the bad: using neuron coverage as a DNN validation technique SS Gannamaneni, M Akila, C Heinzemann, M Woehrle Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022 | 4 | 2022 |
| Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions SS Gannamaneni, RP Rao, M Mock, M Akila, S Wrobel arXiv preprint arXiv:2502.12360, 2025 | 2 | 2025 |
| The Anatomy of Evidence: An Investigation Into Explainable ICD Coding K Beckh, E Studeny, SS Gannamaneni, D Antweiler, S Rüping arXiv preprint arXiv:2507.01802, 2025 | 1 | 2025 |
| Textual Data Bias Detection and Mitigation-An Extensible Pipeline with Experimental Evaluation R Görge, SS Gannamaneni, T Naeven, H Abdelwahab, H Allende-Cid, ... arXiv preprint arXiv:2512.10734, 2025 | | 2025 |
| Projekt:" safe. trAIn-Sichere KI am Beispiel fahrerloser Regionalzug"; Teilvorhaben:" Nachweis der Vertrauenswürdigkeit von KI-Methoden für den autonomen Schienenverkehr" G Weiß, C Drabek, SS Gannamaneni, I Kurzidem, A Kreutz, M Mock, ... Hannover: Technische Informationsbibliothek, 2025 | | 2025 |
| KI-Zuverlässigkeit in der Produktion: Prüfwerkzeuge für systematisches Testen von KI-Modellen SS Gannamaneni, E Haedecke, M Pintz, M Poretschkin, M Mock Zeitschrift für wirtschaftlichen Fabrikbetrieb 120 (s1), 159-165, 2025 | | 2025 |
Sebastian HoubenUniversity of Applied Sciences Bonn-Rhein-SiegVerified email at h-brs.de
