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A_Simple_Framework_for_Contrastive_Learning of_Visual_Representations

Created2025-02-04|Updated2025-02-04
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Author: ALTNT
Link: http://blog.705553939.xyz/2025/02/04/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E8%87%AA%E7%9B%91%E7%9D%A3/2020-SimCLR/
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Contents
  1. 1. A Simple Framework for Contrastive Learning of Visual Representations
    1. 1.1. 方法
      1. 1.1.1. 随机增强模块
      2. 1.1.2. 编码器
      3. 1.1.3. 投影
      4. 1.1.4. 对比损失函数
      5. 1.1.5. 总框架
      6. 1.1.6. 使用大 batch size 进行训练
      7. 1.1.7. 训练设置
      8. 1.1.8. 结果
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