Resultant: Incremental Effectiveness on Likelihood for Unsupervised Out-of-Distribution Detection

Yewen Li, Chaojie Wang, Xiaobo Xia +6

Unsupervised out-of-distribution (U-OOD) detection is to identify OOD data samples with a detector trained solely on unlabeled in-distribution (ID) data. The likelihood function es…