heekhero / DrLIM

Code implementation for paper 《Dimensionality Reduction by Learning an Invariant Mapping》

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RrLIM

A PyTorch implementation of 'Dimensionality Reduction by Learning an Invariant Mapping' which has published on CVPR (2006).

Requirement

  • python 3
  • pytorch 1.0
  • einops

Usage

  1. To train the model, execute
python train.py
  1. To test the model and plot the clusters after dimensionality reduction, execute
python plot.py

Result on MNIST:

result_on_mnist

About

Code implementation for paper 《Dimensionality Reduction by Learning an Invariant Mapping》


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