Outlier exposure with confidence control for out-of-distribution detection
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DOI: 10.1016/j.neucom.2021.02.007
Abstract: Deep neural networks have achieved great success in classification tasks during the last years. However, one major problem to the path towards artificial intelligence is the inability of neural networks to accurately detect samples from… read more here.
Keywords: outlier exposure; detection; exposure confidence; confidence control ... See more keywords