Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection

Long Qian, Bingke Zhu, Yingying Chen +2

Overfitting has traditionally been viewed as detrimental to anomaly detection, where excessive generalization often limits models' sensitivity to subtle anomalies. Our work challen…