Automatic real-time detection of non-rigid objects in natural environments. - Azarm Nowzad (2022)

Interpretable Model-Agnostic Plausibility Verification for 2D Object Detectors Using Domain-Invariant Concept Bottleneck Models. - Mert Keser; Gesina Schwalbe; Azarm Nowzad; Alois Knoll (CVPR Workshops, 2023)

Overcoming the Limitations of Localization Uncertainty: Efficient and Exact Non-linear Post-processing and Calibration. - Moussa Kassem Sbeyti; Michelle Karg; Christian Wirth 001; Azarm Nowzad; Sahin Albayrak (ECML/PKDD (5), 2023)

Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration. - Moussa Kassem Sbeyti; Michelle Karg; Christian Wirth 001; Azarm Nowzad; Sahin Albayrak (CoRR, 2023)

Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes. - Youssef Shoeb; Robin Chan; Gesina Schwalbe; Azarm Nowzad; Fatma Güney; Hanno Gottschalk (WACV, 2024)

Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art. - Youssef Shoeb; Azarm Nowzad; Hanno Gottschalk (CVPR Workshops, 2025)

Segment-Level Road Obstacle Detection Using Visual Foundation Model Priors and Likelihood Ratios. - Youssef Shoeb; Nazir Nayal; Azarm Nowzad; Fatma Güney; Hanno Gottschalk (VISIGRAPP (2): VISAPP, 2025)

Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection. - Moussa Kassem Sbeyti; Nadja Klein; Azarm Nowzad; Fikret Sivrikaya; Sahin Albayrak (Trans. Mach. Learn. Res., 2025)

Adaptive Neural Networks for Intelligent Data-Driven Development. - Youssef Shoeb; Azarm Nowzad; Hanno Gottschalk (CoRR, 2025)

Following the Clues: Experiments on Person Re-ID using Cross-Modal Intelligence. - Robert Aufschläger; Youssef Shoeb; Azarm Nowzad; Michael Heigl; Fabian Bally; Martin Schramm (CoRR, 2025)