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Ex uno plures: Splitting One Model into an Ensemble of Subnetworks
We show that the proposed subnetwork ensembling method can perform as well as standard deep ensembles in both accuracy and uncertainty estimates, yet with a computational efficiency similar to MC dropout.
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