Publications

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

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

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

Fabian Diet, Moussa Kassem Sbeyti, Michelle Karg

arXiv Springer

Patents

DE102023201735A1 WO2024200137A1 DE102023203027A1 DE102023201734A1