Author

Simon Barbarit-Gaboriau

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Preprint Sep 2026

Ev-YOLO: Uncertainty-Aware Object Detection via a Unified Evidential Formulation

This work proposes an evidential version of YOLOv8 in which both classification and bounding-box regression are formulated within a common evidential framework, allowing the evidential formulation to be applied not only to classification but also to localisation.

Simon Barbarit-Gaboriau, Hind Laghmara, Rémi Boutteau et al. · 0 citations