COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification

Magesh Rajasekaran, Md Saiful Islam Sajol, Frej Berglind +2

Identifying out-of-distribution (OOD) data at inference time is crucial for many machine learning applications, especially for automation. We present a novel unsupervised semi-para…