InvDec：用于多变量时间序列预测的反转解码器（时间与变量分离建模）
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transformer
[TSF] A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges
时序预测2025综述，pretty dope as an entry to study TSF。本文仅提供高度 … 阅读更多
[TSF] SageFormer: Series-Aware Framework for Long-term Multivariate Time Series Forecasting
Transformer系列时序预测改进模型——SageFormer SageFormer: Series-Aw … 阅读更多
[TSF] iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Transformer系列时序预测改进模型——iTransformer iTransformer: Inver … 阅读更多
[TSF] PatchTST (A Time Series is Worth 64 Words: Long-term Forecasting with Transformers)
Transformer系列时序预测改进模型——PatchTST A Time Series is Worth … 阅读更多