Efficient Time Series Processing for Transformers and State-Space Models through Token Merging. - Leon Götz; Marcel Kollovieh; Stephan Günnemann; Leo Schwinn (CoRR, 2024)

Byte Pair Encoding for Efficient Time Series Forecasting. - Leon Götz; Marcel Kollovieh; Stephan Günnemann; Leo Schwinn (CoRR, 2025)