LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting

Stijn Verdenius, Andrea Zerio, Roy L. M. Wang

We introduce LatentTimePFN (LaT-PFN), a foundational Time Series model with a strong embedding space that enables zero-shot forecasting. To achieve this, we perform in-context lear…