Mitigating Long-Tailed Anomaly Score Distributions with Importance-Weighted Loss

Jungi Lee, Jungkwon Kim, Chi Zhang +3

Anomaly detection is crucial in industrial applications for identifying rare and unseen patterns to ensure system reliability. Traditional models, trained on a single class of norm…