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Dynamic Distribution Shifts: OoD Detection with Dynamic Thresholds H/F

CEA | Corbeil Essonnes, le de France | France | 7 days ago

The detection of out-of-distribution (OoD) samples is crucial for deploying deep learning (DL) models in real-world scenarios. OoD samples pose a challenge to DL models as they are not represented in the training data and can naturally arrive during deployment (i.e., a distribution shift),...

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