Sujan Sai Gannamaneni

According to our database, Sujan Sai Gannamaneni authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Textual data bias detection and mitigation - an extensible pipeline with experimental evaluation.

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

Expert Syst. Appl., 2026

2025

Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions.

Sujan Sai Gannamaneni, Rohil Prakash Rao, Michael Mock, Maram Akila, Stefan Wrobel

Trans. Mach. Learn. Res., 2025

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding.

Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni, Dario Antweiler, Stefan Rüping

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Assessing systematic weaknesses of DNNs using counterfactuals.

Sujan Sai Gannamaneni, Michael Mock, Maram Akila

AI Ethics, February, 2024

Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios.

Sujan Sai Gannamaneni, Frederic Klein, Michael Mock, Maram Akila

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Investigating CLIP Performance for Meta-data Generation in AD Datasets.

Sujan Sai Gannamaneni, Arwin Sadaghiani, Rohil Prakash Rao, Michael Mock, Maram Akila

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.

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

CoRR, 2021

Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA.

Sujan Sai Gannamaneni, Sebastian Houben, Maram Akila

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Revisiting Neuron Coverage and Its Application to Test Generation.

Stephanie Abrecht, Maram Akila, Sujan Sai Gannamaneni, Konrad Groh, Christian Heinzemann, Sebastian Houben, Matthias Woehrle

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, 2020