Can multi-label classification networks know what they don't know?

Haoran Wang, Weitang Liu, Alex Bocchieri +1

Estimating out-of-distribution (OOD) uncertainty is a central challenge for safely deploying machine learning models in the open-world environment. Improved methods for OOD detecti…