Search Results for author: Tomasz Walkowiak

Found 4 papers, 0 papers with code

Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead

no code implementations13 Oct 2021 Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

Recent works propose to use multivariate Gaussian distributions as models of posterior distributions at different layers of the CNN (i. e., for low- and upper-level features), which leads to the confidence scores based on the Mahalanobis distance.

Out-of-Distribution Detection Playing the Game of 2048

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