Hopfield Boosting method enhances OOD detection by leveraging modern Hopfield energy, achieving state-of-the-art results with outlier exposure, significantly improving FPR95 metric on CIFAR-10 and CIFAR-100 datasets.

https://arxiv.org/abs//2405.08766

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