FreSia: Frequency-Semantic Instantiation and Alignment for Multivariate Time Series Analysis
cs.AI
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Sources
- ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting
- How Can Large Language Models Understand Spatial-Temporal Data?
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
- Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures
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