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Deep Variational Information Bottleneck


Overview

Pytorch implementation of Deep Variational Information Bottleneck(paper, original code)

ELBO monte_carlo

Dependencies

python 3.6.4 pytorch 0.3.1.post2 tensorboardX(optional) tensorflow(optional)

Usage

python main.py --beta 1e-3 --num_avg 12

Results


References

  1. Deep Variational Information Bottleneck, Alemi et al.

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Pytorch implementation of Deep Variational Information Bottleneck

Topics

machine-learning deep-learning pytorch classification variational-inference information-bottleneck

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