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Does Long-Term Series Forecasting Need Complex Attention and Extra Long
  Inputs?

Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?

8 June 2023
Daojun Liang
Haixia Zhang
Dongfeng Yuan
Xiaoyan Ma
Dongyang Li
Minggao Zhang
    AI4TS
ArXivPDFHTML

Papers citing "Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?"

3 / 3 papers shown
Title
Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method
Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method
Daojun Liang
Haixia Zhang
Dongfeng Yuan
AI4TS
42
0
0
09 Jan 2025
Informer: Beyond Efficient Transformer for Long Sequence Time-Series
  Forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou
Shanghang Zhang
J. Peng
Shuai Zhang
Jianxin Li
Hui Xiong
Wan Zhang
AI4TS
169
3,900
0
14 Dec 2020
Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
236
7,906
0
13 Jun 2015
1