IMSAT

tensorflow code for IMSAT (only MNIST clustering)

Learning Discrete Representations via Information Maximizing Self Augmented Training

• Code for the paper
• (Learning-Discrete-Representations-via-Information-Maximizing-Self-Augmented-Training/)

Requirements

• Tensorflow

Dataset

-Mnist

#Run python imsat_cluster.py

Results

accuracy: ~98%

Refer to the chainer implementation

https://github.com/musyoku/IMSAT