Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods

Paul Novello, Yannick Prudent, Joseba Dalmau +2

Since the seminal paper of Hendrycks et al. arXiv:1610.02136, Post-hoc deep Out-of-Distribution (OOD) detection has expanded rapidly. As a result, practitioners working on safety-c…