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Decoding the Encoder

Published • Apr 1, 2023
NobleIDNI8P53W01R75S59
Authors:
Aritra Ray
,
Xiang Li
,
Laura Barisoni

Abstract

Autoencoders are used in a variety of safety-critical applications. Uncertainty quantification is a key component to bolster the trustworthiness of such models. With the growing complexity of the autoencoder design and the dataset they are trained on, there is a dwindling correlation between the inp...

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