Single Shot MC Dropout Approximation

7 Jul 2020Kai BrachBeate SickOliver Dürr

Deep neural networks (DNNs) are known for their high prediction performance, especially in perceptual tasks such as object recognition or autonomous driving. Still, DNNs are prone to yield unreliable predictions when encountering completely new situations without indicating their uncertainty... (read more)

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