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ORCIDSujan Sai Gannamaneni
- > Home > Persons > Sujan Sai Gannamaneni
Publications
- 2025
[j2]Sujan Sai Gannamaneni, Rohil Prakash Rao, Michael Mock, Maram Akila, Stefan Wrobel:
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions. Trans. Mach. Learn. Res. 2025 (2025)- [i5]Sujan Sai Gannamaneni, Rohil Prakash Rao, Michael Mock, Maram Akila, Stefan Wrobel:
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions. CoRR abs/2502.12360 (2025) - [i3]Rebekka Görge, Sujan Sai Gannamaneni, Tabea Naeven, Hammam Abdelwahab, Héctor Allende-Cid, Armin B. Cremers, Lennard Helmer, Michael Mock, Anna Schmitz, Songkai Xue, Elif Yildirir, Maximilian Poretschkin, Stefan Wrobel:
Textual Data Bias Detection and Mitigation - An Extensible Pipeline with Experimental Evaluation. CoRR abs/2512.10734 (2025) - 2024
- [j1]Sujan Sai Gannamaneni, Michael Mock, Maram Akila:
Assessing systematic weaknesses of DNNs using counterfactuals. AI Ethics 4(1): 27-35 (2024) - [c4]Sujan Sai Gannamaneni, Frederic Klein, Michael Mock, Maram Akila:
Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios. CVPR Workshops 2024: 3594-3604 - 2023
- [c3]Sujan Sai Gannamaneni, Arwin Sadaghiani, Rohil Prakash Rao, Michael Mock, Maram Akila:
Investigating CLIP Performance for Meta-data Generation in AD Datasets. CVPR Workshops 2023: 3840-3850 - [i2]Sujan Sai Gannamaneni, Michael Mock, Maram Akila:
Assessing Systematic Weaknesses of DNNs using Counterfactuals. CoRR abs/2308.01614 (2023) - 2021
- [i1]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)
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