Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations

Alexander Schultheiss, Christoph Käding, Alexander Freytag, Joachim Denzler. Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations. In Volker Roth 0001, Thomas Vetter, editors, Pattern Recognition - 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings. Volume 10496 of Lecture Notes in Computer Science, pages 226-238, Springer, 2017. [doi]

Abstract

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