TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning — mentioned by nextos

Tue, 08 Jul 2025 21:41:18 GMT

Second-generation LSTMs (xLSTM) do have leading performance on zero-shot time series forecasting: https://arxiv.org/abs/2505.23719. I think other architectures, aside from the transformer, might lead to SOTA performance, but they remain a bit unexplored.

Paper and discussion history. A mention is not an endorsement.

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning — HN submission

Mon, 02 Jun 2025 12:52:35 GMT

TiRex: Zero-Shot Forecasting Across Long and Short Horizons

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning · HackerPapers discussions

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning — mentioned by nextos

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning — HN submission