Erik Jakob Wallin

ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks

2025

Out-of-distribution (OOD) detection in deep learning has traditionally been framed as a binary task, where samples are either classified as belonging to the known classes or marked as OOD, with little attention given to the …