Search Results for author: Matteo Guarrera

Found 2 papers, 1 papers with code

Class-wise Thresholding for Robust Out-of-Distribution Detection

no code implementations28 Oct 2021 Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria Zuluaga, Yuxin Chen, Alberto Sangiovanni-Vincentelli

We consider the problem of detecting OoD(Out-of-Distribution) input data when using deep neural networks, and we propose a simple yet effective way to improve the robustness of several popular OoD detection methods against label shift.

Out-of-Distribution Detection Out of Distribution (OOD) Detection

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