MEAformer: An all-MLP transformer with temporal external attention for long-term time series forecasting

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Distribution of Residual Autocorrelations in Autoregressive-Integrated Moving Average Time Series Models

George E. P. Box, David A. Pierce · Journal of the American Statistical Association · 1970 · 2K citations

Computing, Economics, Econometrics +15

MLP-Mixer: An all-MLP Architecture for Vision

Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2021 · 1.4K citations · Full text

Computing, Computer Science, Computer Vision +11

Autoformer: Decomposition Transformers with Auto-Correlation for\n Long-Term Series Forecasting

Haixu Wu, Jiehui Xu, Jianmin Wang et al. · arXiv (Cornell University) · 2021 · 1.3K citations · Full text

Computing, Computer Science, Forecasting +16

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Shiyang Li, Xiaoyong Jin, Yao Xuan et al. · arXiv (Cornell University) · 2019 · 1K citations · Full text

Computing, Computer Science, Forecasting +16