COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection

Jingyi Liao, Xun Xu, Manh Cuong Nguyen +2

Existing approaches towards anomaly detection~(AD) often rely on a substantial amount of anomaly-free data to train representation and density models. However, large anomaly-free d…