GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Samet Akcay, Amir Atapour-Abarghouei, Toby P. Breckon

Anomaly detection is a classical problem in computer vision, namely the determination of the normal from the abnormal when datasets are highly biased towards one class (normal) due…