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Matching networks for one shot learning

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Matching networks for one shot learning

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Matching networks for one shot learning

  1. 1. Matching Networks for One Shot Learning Fengda Zhu
  2. 2. what is one shot learning ?
  3. 3. Siamese Neural Networks The αj are additional parameters that are learned by the model during training,
  4. 4. Matching Networks for One Shot Learning
  5. 5. Model sample label set from training set T, sample support set S and a batch B
  6. 6. Fully conditional Embedding f
  7. 7. Fully conditional Embedding g
  8. 8. Experiments
  9. 9. Experiments Full Contextual Embeddings (FCE)
  10. 10. Experiments oracle as upper bound

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