《SmaAt-UNet Precipitation Nowcasting using a Small Attention-UNet Architecture》論文解讀
這是一篇通過卷積神經網絡預測降水的文章。一直以來，專家們通過數值天氣預報(NWP)的方式預測降水，但這種方法很難利用過去的時刻信息，且需要大量的數學計算和時間需求。因此，作者提出了一種數據驅動的神經網絡用於降水預報。過去在深度學習方面，預測降水之前更多用的是RNN模型，如ConvLSTM，TrajGRU等模型，這些模型有着存儲記憶的門單元，能對過去的時序信息有記憶功能。另一種用於預測的模型是一
相關文章
- 1. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting論文閱讀
- 2. 《All convolutional neural networks for radar-based precipitation nowcasting》論文解讀
- 3. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
- 4. Convolutional LSTM Network: A Machine Learning Approach For Precipitation Nowcasting
- 5. 《DeepRain：ConvLSTM Network For Precipitation Prediction Using Multichannel Radar Data》論文解讀
- 6. 遞歸網絡之Convolutional LSTM Network: A Machine LearningApproach for Precipitation Nowcasting
- 7. 【網絡架構】Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
- 8. 論文簡讀 MetNet: A Neural Weather Model for Precipitation Forecasting
- 9. 筆記：論文閱讀TBC-Net: A real-time detector for infrared small target detection using semantic constraint
- 10. 論文閱讀《SUPERPOSITION AS DATA AUGMENTATION USING LSTM AND HMM IN SMALL TRAINING SETS》
- 更多相關文章...
- • C# 文本文件的讀寫 - C#教程
- • UDP報文格式詳解 - TCP/IP教程
- • JDK13 GA發佈：5大特性解讀
- • Scala 中文亂碼解決
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting論文閱讀
- 2. 《All convolutional neural networks for radar-based precipitation nowcasting》論文解讀
- 3. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
- 4. Convolutional LSTM Network: A Machine Learning Approach For Precipitation Nowcasting
- 5. 《DeepRain：ConvLSTM Network For Precipitation Prediction Using Multichannel Radar Data》論文解讀
- 6. 遞歸網絡之Convolutional LSTM Network: A Machine LearningApproach for Precipitation Nowcasting
- 7. 【網絡架構】Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
- 8. 論文簡讀 MetNet: A Neural Weather Model for Precipitation Forecasting
- 9. 筆記：論文閱讀TBC-Net: A real-time detector for infrared small target detection using semantic constraint
- 10. 論文閱讀《SUPERPOSITION AS DATA AUGMENTATION USING LSTM AND HMM IN SMALL TRAINING SETS》