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Code for Information Bottleneck on CNN

This code is modified according to https://github.com/artemyk/ibsgd/tree/iclr2018

  • 'main.py': main python file. The model of network and compute mutual information

  • 'choice': a file saveing random number, which is used to select training datasets randomly

  • 'data_all': all experiments results

  • 'showFig.ipynb': jupyter file that is used to generate figures from experiments data

Our paper is published at Neural Processing Letters

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