Abstract: To address the issues of delayed effects and insufficient exploration of spatiotemporal correlation characteristics in traffic flow prediction, a dynamic graph neural delay differential ...
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This code is based on Fairseq v0.6.2. Note that the summarization task requires a newer version, e.g. Fairseq v0.10.2, we will release this code soon. python3 -u ...
Amid the chaos of revolutionary France, one man’s mathematical obsession gave way to a calculation that now underpins much of mathematics and physics. The calculation, called the Fourier transform, ...
Abstract: Neural Ordinary Differential Equations (NODEs) revolutionize the way we view residual networks as solvers for initial value problems (IVPs), with layer depth serving as the time step. In ...
Aug 2025: Released Moirai-2.0-R-small. Aug 2025: Enhanced the fine-tuning module and added examples for running on LSF benchmark. Nov 2024: The first general time series forecasting benchmark ...
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