Localisation-Aware Uncertainty for Pretrained Object Detection

Charmaine Barker, Daniel Bethell, Simos Gerasimou

Reliable uncertainty estimation is essential for deploying object detectors when distribution/covariate shift and adversarial attacks may occur. Existing approaches often require d…