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Density of States Estimation for Out of Distribution Detection

Warren R. Morningstar, Cusuh Ham, Andrew G. Gallagher, Balaji Lakshminarayanan, Alex Alemi, Joshua V. Dillon. Density of States Estimation for Out of Distribution Detection. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3232-3240, PMLR, 2021. [doi]

Authors

Warren R. Morningstar

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Cusuh Ham

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Andrew G. Gallagher

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Balaji Lakshminarayanan

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Alex Alemi

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Joshua V. Dillon

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