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Multi-scale Transformer Pyramid Networks for Multivariate Time Series
Forecasting

Multi-scale Transformer Pyramid Networks for Multivariate Time Series Forecasting

IEEE Access (IEEE Access), 2023

23 August 2023

ArXiv (abs)PDF HTML

Papers citing "Multi-scale Transformer Pyramid Networks for Multivariate Time Series Forecasting"

5 / 5 papers shown

Toward Physics-guided Time Series Embedding

Toward Physics-guided Time Series Embedding

Jiaxi Hu

Qingsong Wen

Yuxuan Liang

245

4

0

09 Oct 2024

TwinS: Revisiting Non-Stationarity in Multivariate Time Series
Forecasting

TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecasting

Qingsong Wen

Yuxuan Liang

225

5

0

06 Jun 2024

From Similarity to Superiority: Channel Clustering for Time Series
Forecasting

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

Leandros Tassiulas

213

38

0

31 Mar 2024

Sparse Transformer with Local and Seasonal Adaptation for Multivariate
Time Series Forecasting

Sparse Transformer with Local and Seasonal Adaptation for Multivariate Time Series Forecasting

Frederick C. Harris

180

9

0

11 Dec 2023

A Supervised Contrastive Learning Pretrain-Finetune Approach for Time
Series

A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series

172

0

0

21 Nov 2023