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Deep Learning
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  • Deep learning
  • Multi Layered Perceptron
    • DNN from scratch
      • Overview
      • Forward propagation
      • Back propagation
      • Updating Parameters
  • Resources
  • Few Shot learning
    • Introduction and terminology
    • Omniglot Dataset
    • How to solve this ?
      • Transfer Learning
      • Metric Learning
        • Siamese Networks
        • Matching Networks
        • Prototypical Networks
        • Relation Networks
      • Data Augmentation
      • Meta Learning
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  • Siamese Networks
  • Matching Networks
  • Prototypical Networks
  • Relation Networks

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  1. Few Shot learning
  2. How to solve this ?

Metric Learning

There are quite a few architectures of this kind.

  1. Siamese networks

  2. Matching Networks

  3. Prototypical Networks

  4. Relation Networks

Siamese Networks

Siamese Networks

Matching Networks

Matching Networks

Prototypical Networks

Prototypical Networks

Relation Networks

Relation Networks

PreviousTransfer LearningNextSiamese Networks

Last updated 5 years ago

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