MaRS improves reconstruction-based OOD detection by replacing L2 residual norms with variance-aware Mahalanobis scoring on autoencoder outputs.
arXiv:2012.04250 (2020)
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MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring
MaRS improves reconstruction-based OOD detection by replacing L2 residual norms with variance-aware Mahalanobis scoring on autoencoder outputs.