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FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting

International Joint Conference on Artificial Intelligence (IJCAI), 2025

23 January 2025

ArXiv (abs)PDF HTML

Papers citing "FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting"

4 / 4 papers shown

DBLoss: Decomposition-based Loss Function for Time Series Forecasting

DBLoss: Decomposition-based Loss Function for Time Series Forecasting

182

8

0

27 Oct 2025

Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

318

6

0

16 Oct 2025

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

349

8

0

12 May 2025

Time Series Analysis in Frequency Domain: A Survey of Open Challenges, Opportunities and Benchmarks

Time Series Analysis in Frequency Domain: A Survey of Open Challenges, Opportunities and Benchmarks

340

4

0

12 Feb 2025