Publications

Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection

Moussa Kassem Sbeyti, Nadja Klein, Azarm Nowzad, Fikret Sivrikaya, Sahin Albayrak

arXiv OR GitHub TMLR

Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection

Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Nadja Klein, Sahin Albayrak

arXiv PMLR OR GitHub UAI UAI Poster UAI Pres slides UAI Pres

Overcoming the Limitations of Localization Uncertainty:
Efficient & Exact Non-Linear Post-Processing and Calibration

Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Azarm Nowzad, Sahin Albayrak

arXiv Springer GitHub ECML PKDD ECML Pres UAI Pres

Prediction Accuracy & Reliability:
Classification and Object Localization under Distribution Shift

Fabian Diet, Moussa Kassem Sbeyti, Michelle Karg

arXiv Springer

Patents

DE102023201735A1 DE102023207709A1 DE102023201734A1
WO2024200136A1 WO2024200137A1 WO2025031549A1