NECO: NEural Collapse Based Out-of-distribution detection

1 code implementation • 10 Oct 2023 • Mouïn Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi

Detecting out-of-distribution (OOD) data is a critical challenge in machine learning due to model overconfidence, often without awareness of their epistemological limits.

Out-of-Distribution Detection