1. Meta


2. Meta Learning

  • Learning Algorithm: Learn from historical data and make predictions given new examples of data
  • Meta Learning Algorithm: Learn the output of learning algorithms and make a prediction given predictions made by other models

3. Few-shot Learning

3.1. Support Set vs. Training Set

3.2. Few-shot Learning vs. Supervised Learning

  • Supervised Learning
    • query样本类别在训练集中出现
  • Few-shot Learning
    • query样本来自未知类别

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