Search Results for author: Eric Stavarache

Found 1 papers, 1 papers with code

Semi-supervised novelty detection using ensembles with regularized disagreement

1 code implementation10 Dec 2020 Alexandru Ţifrea, Eric Stavarache, Fanny Yang

Deep neural networks often predict samples with high confidence even when they come from unseen classes and should instead be flagged for expert evaluation.

 Ranked #1 on Out-of-Distribution Detection on CIFAR-10 vs CIFAR-10.1 (using extra training data)

Novelty Detection Out-of-Distribution Detection +1

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