One-shot Learning

One-shot Learning on Omniglot dataset implementing Prototypical Network using PyTorch.

References

@article{DBLP:journals/corr/SnellSZ17,
  author    = {Jake Snell and
               Kevin Swersky and
               Richard S. Zemel},
  title     = {Prototypical Networks for Few-shot Learning},
  journal   = {CoRR},
  volume    = {abs/1703.05175},
  year      = {2017},
  url       = {http://arxiv.org/abs/1703.05175},
  archivePrefix = {arXiv},
  eprint    = {1703.05175},
  timestamp = {Wed, 07 Jun 2017 14:41:38 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SnellSZ17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}