TwinFormer: A Dual-Level Transformer for Long-Sequence Time-Series Forecasting

Mahima Kumavat, Aditya Maheshwari

TwinFormer is a hierarchical Transformer for long-sequence time-series forecasting. It divides the input into non-overlapping temporal patches and processes them in two stages: (1)…