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Towards interpreting multi-temporal deep learning models in crop mapping

Created2024-09-24|Updated2024-09-24
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Author: ALTNT
Link: http://blog.705553939.xyz/2024/09/24/crop_classification/Towardsinterpretingmulti-temporaldeeplearningmodelsincropmapping/
Copyright Notice: All articles in this blog are licensed under CC BY-NC-SA 4.0 unless stating additionally.
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Contents
  1. 1. Towards interpreting multi-temporal deep learning models in crop mapping
    1. 1.1. 亮点
    2. 1.2. 摘要
    3. 1.3. 一、 引言
    4. 1.4. 2.材料和方法
      1. 1.4.0.1. 2.1.1.1. AtLSTM 和 Transformer 的导数。
      2. 1.4.0.2. 2.1.1.2. 随机森林(RF)的特征重要性。
    5. 1.4.1. 2.1.2. 隐藏特征分析。
      1. 1.4.1.1. 2.1.2.1. AtLSTM 的注意力权重。
      2. 1.4.1.2. 2.1.2.2. Transformer 的自注意力权重。
    6. 1.4.2. 2.2. 分类方法。
    7. 1.4.3. 2.3 数据
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