Truncating the Taylor expansion of the outlier exposure loss suppresses in-distribution samples in noisy auxiliary OOD data and improves OOD detection.
Atom: Robustifying out-of-distribution detection using outlier mining
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Taylor Outlier Exposure
Truncating the Taylor expansion of the outlier exposure loss suppresses in-distribution samples in noisy auxiliary OOD data and improves OOD detection.