CrossFormer实现时序预测

上传者: ViolenceTemper | 上传时间: 2025-04-13 02:33:21 | 文件大小: 2.41MB | 文件类型: ZIP
CrossFormer 提出此方案主要解决的问题点: 作者认为先前的基于Transformer的模型在捕获长期时间依赖性上可谓是下足了功夫,还提出各种Attention变体来降低复杂度。然而,这些方法都忽略了对不同变量的“跨维度依赖性”的捕获,也就是多变量时序中不同变量序列的相关性。作者认为对这种相关性的捕获是重要的,尤其是对于多变量时序预测任务来说。

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