A Comparative Study of Machine Learning and Deep Learning for Out-of-Distribution Detection

Jihyeon Baek, Seunghoon Lee, Gitaek Kwon +1

Out-of-distribution (OOD) detection is essential for building reliable AI systems, as models that produce outputs for invalid inputs cannot be trusted. Although deep learning (DL)…