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20242026
most citedLMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting

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cs.CV2025

Learning Temporal Saliency for Time Series Forecasting with Cross-Scale Attention

Ibrahim Delibasoglu, Fredrik Heintz

Explainability in time series forecasting is essential for improving model transparency and supporting informed decision-making. In this work, we present CrossScaleNet, an innovati…