Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation

Romain Hermary, Vincent Gaudillière, Abd El Rahman Shabayek +1

One-class anomaly detection aims to detect objects that do not belong to a predefined normal class. In practice training data lack those anomalous samples; hence state-of-the-art m…