TiRex

Papers using or citing this model 2

• TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning 138 citations · 2025 · Neural Information Processing Systems · arXiv

  In-context learning, the ability of large language models to perform tasks using only examples provided in the prompt, has recently been adapted for time series forecasting. This paradigm enables zero-shot prediction, where past values...

• Pre-trained Forecasting Models: Strong Zero-Shot Feature Extractors for Time Series Classification 10 citations · 2025 · arXiv (Cornell University) · arXiv

  Recent research on time series foundation models has primarily focused on forecasting, leaving it unclear how generalizable their learned representations are. In this study, we examine whether frozen pre-trained forecasting models can...