VOS: Learning What You Don't Know by Virtual Outlier Synthesis

Xuefeng Du, Zhaoning Wang, Mu Cai +1

Out-of-distribution (OOD) detection has received much attention lately due to its importance in the safe deployment of neural networks. One of the key challenges is that models lac…