Browsing ODA Open Digital Archive by Author "Torpmann-Hagen, Birk Sebastian Frostelid"
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A Robust Framework for Distributional Shift Detection Under Sample-Bias
Torpmann-Hagen, Birk Sebastian Frostelid; Riegler, Michael; Halvorsen, Pål; Johansen, Dag (Peer reviewed; Journal article, 2024)Deep Neural Networks have been shown to perform poorly or even fail altogether when deployed in real-world settings, despite exhibiting excellent performance on initial benchmarks. This typically occurs due to relative ...