Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning

David Williams, Matthew Gadd, Daniele De Martini +1

In this work, we train a network to simultaneously perform segmentation and pixel-wise Out-of-Distribution (OoD) detection, such that the segmentation of unknown regions of scenes…