ISA-PredRNN: An Improved Self-Attention PredRNN Network for Spatiotemporal Predictive Learning

Author:

Wu Dali1,Wu Li1,Huang Jianqiang1,Wang Xiaoying1

Affiliation:

1. Qinghai University,Department of Computer Technology and Applications,Xining,China,810016

Funder

Qinghai University

National Natural Science Foundation of China

Tsinghua University

Natural Science Foundation of Qinghai

Research and Development

Publisher

IEEE

Reference37 articles.

1. Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics

2. PredRNN: A recurrent neural network for spatiotemporal predictive learning;wang;arXiv preprint arXiv 2103 05767,2021

3. Predrnn: Recurrent neural networks for predictive learning using spatiotemporal lstms;wang;Advances in neural information processing systems,2017

4. Efficient and information-preserving future frame prediction and beyond;yu,2020

5. Mobilenets: Efficient convolutional neural networks for mobile vision applications;howard;arXiv preprint arXiv 1704 04861,2017

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