18 citations · 19 across the 4 of their papers we have counts for
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cs.AI2024
How to design a dataset compliant with an ML-based system ODD?
Cyril Cappi, Noémie Cohen, Mélanie Ducoffe +8
This paper focuses on a Vision-based Landing task and presents the design and the validation of a dataset that would comply with the Operational Design Domain (ODD) of a Machine-Le…
cs.CV2024★ 1 cited
VerifIoU -- Robustness of Object Detection to Perturbations
Noémie Cohen, Mélanie Ducoffe, Ryma Boumazouza +4
We introduce a novel Interval Bound Propagation (IBP) approach for the formal verification of object detection models, specifically targeting the Intersection over Union (IoU) metr…