Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption

Jack W Barker, Neelanjan Bhowmik, Yona Falinie A Gaus +1

Anomaly detection is the task of recognising novel samples which deviate significantly from pre-establishednormality. Abnormal classes are not present during training meaning that…