
Inverting the Transformer structure enhances time series forecasting by capturing multivariate correlations and improving series representations.


coremsg

itransformer-inverted-transformers-for-time-series-forecasting


iTransformer: Inverted Transformers for Time Series Forecasting


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The author proposes iTransformer as an inverted structure of Transformer, focusing on capturing multivariate correlations and learning series representations efficiently. Experimentally, iTransformer achieves state-of-the-art performance in time series forecasting.


itransformer-inverted-transformers-for-effective-time-series-forecasting


iTransformer: Inverted Transformers for Effective Time Series Forecasting
