1 code implementation • 8 May 2023 • Vít Škvára, Tomáš Pevný, Václav Šmídl
The area under receiver operating characteristics (AUC) is the standard measure for comparison of anomaly detectors.
1 code implementation • 11 Dec 2020 • Vít Škvára, Jan Franců, Matěj Zorek, Tomáš Pevný, Václav Šmídl
The objective of this comparison is twofold: to compare anomaly detection methods of various paradigms with focus on deep generative models, and identification of sources of variability that can yield different results.
1 code implementation • 13 Jul 2018 • Vít Škvára, Tomáš Pevný, Václav Šmídl
Many deep models have been recently proposed for anomaly detection.