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long sequence forecasting

5 papers

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Co-occurring keywords · papers mentioning both

time series forecasting (2) time-index model (1) multi-resolution data (1) skip-time interaction (1) subsequence decomposition (1) long sequence time-series forecasting (1) probabilistic sparse attention (1) graph neural network (1) dilated convolution (1) koopman theory (1)

Papers

Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024 Learning Deep Time-index Models for Time Series Forecasting ICML 2023 WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series AAAI 2023 Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data IJCAI 2022 Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021