RUSH-LAB/LSH_Memory

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

• Andrej Karpathy's Notes - Matching Networks