Revisiting Neuron Coverage and Its Application to Test Generation. - Stephanie Abrecht; Maram Akila; Sujan Sai Gannamaneni; Konrad Groh; Christian Heinzemann; Sebastian Houben; Matthias Woehrle (SAFECOMP Workshops, 2020)

Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA. - Sujan Sai Gannamaneni; Sebastian Houben; Maram Akila (ICCVW, 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; et al. (CoRR, 2021)

Investigating CLIP Performance for Meta-data Generation in AD Datasets. - Sujan Sai Gannamaneni; Arwin Sadaghiani; Rohil Prakash Rao; Michael Mock; Maram Akila (CVPR Workshops, 2023)

Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios. - Sujan Sai Gannamaneni; Frederic Klein; Michael Mock; Maram Akila (CVPR Workshops, 2024)

Assessing systematic weaknesses of DNNs using counterfactuals. - Sujan Sai Gannamaneni; Michael Mock; Maram Akila (AI Ethics, 2024)

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding. - Katharina Beckh; Elisa Studeny; Sujan Sai Gannamaneni; Dario Antweiler; Stefan Rüping 001 (ACL (Findings), 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)