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[2020-11-02] Metric Based Meta Learning #41

Closed vrvrv closed 3 years ago

vrvrv commented 4 years ago

Subtitle : Matching Networks, Prototypical Networks, Siamese Networks, Relation Networks

Description

Few shot classification with metric based meta learning

References

  1. Lil'log: https://lilianweng.github.io/lil-log/2018/11/30/meta-learning.html
  2. O. Vinyals et al., "Matching Networks for One Shot Learning", NIPS, 2016
  3. J. Snell et al., "Prototypical Networks for Few-shot Learning", NIPS, 2017
  4. G. Koch, "Siamese Neural Networks for One-shot Image Recognition", ICML deep learning workshop, vol. 2., 2015
  5. F. Sung, "Learning to Compare: Relation Network for Few-Shot Learning", CVPR, 2018

slide

vrvrv commented 3 years ago

YouTube : https://youtu.be/6V1d4kmsfRE