Akila, Maram

7 publications

TMLR 2025 Detecting Systematic Weaknesses in Vision Models Along Predefined Human-Understandable Dimensions Sujan Sai Gannamaneni, Rohil Prakash Rao, Michael Mock, Maram Akila, Stefan Wrobel

CVPRW 2024 Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios Sujan Sai Gannamaneni, Frederic Klein, Michael Mock, Maram Akila

MLJ 2024 Wasserstein Dropout Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Stefan Wrobel, Asja Fischer

CVPRW 2023 Investigating CLIP Performance for Meta-Data Generation in AD Datasets Sujan Sai Gannamaneni, Arwin Sadaghiani, Rohil Prakash Rao, Michael Mock, Maram Akila

CVPRW 2021 Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila

CVPRW 2021 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 Hüger, Tim Wirtz

ICCVW 2021 Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA Sujan Sai Gannamaneni, Sebastian Houben, Maram Akila