forecasting performance
- AliO: Output Alignment Matters in Long-Term Time Series Forecasting
- Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis
- Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
- PMLF: A Physics-Guided Multiscale Loss Framework for Structurally Heterogeneous Time Series
- Towards Accurate Time Series Forecasting via Implicit Decoding