Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models

Nobuo Namura, Yuma Ichikawa

Recent advancements in time-series anomaly detection have relied on deep learning models to handle the diverse behaviors of time-series data. However, these models often suffer fro…