Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning

Due to the unsupervised nature of anomaly detection, the key to fueling deep models is finding supervisory signals. Different from current reconstruction-guided generative models and transformation-based contrastive models, we devise novel data-driven supervision for tabular data by introducing a ch...

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Bibliographische Detailangaben

Hauptverfasser:	Xu, Hongzuo, Wang, Yijie, Wei, Juhui, Jian, Songlei, Li, Yizhou, Liu, Ning
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
Online-Zugang:	Volltext bestellen
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