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Published 20 hours ago • verified publisher icon RUSH-LAB
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One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

LSH_Memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

Run data_utils.py to download and pre-process Omniglot dataset

Author: Ryan Spring

Implementation

  1. Siamese Neural Networks for One-shot Image Recognition
  2. Learning to Remember Rare Events

Other References

  1. One-shot Learning with Memory-Augmented Neural Networks
  2. Matching Networks for One Shot Learning

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verified publisher icon RUSH-LAB

Metadata

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

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