A single-model OOD detection method that measures feature-space density with a Gaussian kernel (IPF) reports AUROC 93.18 on CIFAR-10 vs SVHN, a marginal gain over DDU's 92.90, with the kernel width selected to maximize AUROC.
Human breast numerical model generation based on deep learning for photoacoustic imaging,
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A Simple and Effective Method for Uncertainty Quantification and OOD Detection
A single-model OOD detection method that measures feature-space density with a Gaussian kernel (IPF) reports AUROC 93.18 on CIFAR-10 vs SVHN, a marginal gain over DDU's 92.90, with the kernel width selected to maximize AUROC.