collaborators

1 paper

cs.LG2026

Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting

Sunho Kim, Susik Yoon

Long-term time series forecasting (LTSF) remains challenging due to the trade-off between parallel efficiency and sequential modeling of temporal coherence. Direct multi-step forec…