Towards Foundation Auto-Encoders for Time-Series Anomaly Detection

Gastón García González, Pedro Casas, Emilio Martínez +1

We investigate a novel approach to time-series modeling, inspired by the successes of large pretrained foundation models. We introduce FAE (Foundation Auto-Encoders), a foundation…