WaveSFNet combines a wavelet-based codec with spatial-frequency dual-domain gating to deliver competitive multi-step spatiotemporal prediction accuracy on Moving MNIST, TaxiBJ, and WeatherBench at low computational cost.
Wavelet-driven spatiotemporal predictive learning: Bridging frequency and time variations,
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WaveSFNet: A Wavelet-Based Codec and Spatial--Frequency Dual-Domain Gating Network for Spatiotemporal Prediction
WaveSFNet combines a wavelet-based codec with spatial-frequency dual-domain gating to deliver competitive multi-step spatiotemporal prediction accuracy on Moving MNIST, TaxiBJ, and WeatherBench at low computational cost.