THEMIS: Unlocking Pretrained Knowledge with Foundation Model Embeddings for Anomaly Detection in Time Series

Yadav Mahesh Lorik, Kaushik Sarveswaran, Nagaraj Sundaramahalingam +1

Time series anomaly detection forms a very crucial area in several domains but poses substantial challenges. Due to time series data possessing seasonality, trends, noise, and evol…