https://github.com/musyoku/vat

Chainer implementation of Virtual Adversarial Training (VAT)
https://github.com/musyoku/vat

Last synced: 2 months ago
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Chainer implementation of Virtual Adversarial Training (VAT)

• Host: GitHub
• URL: https://github.com/musyoku/vat
• Owner: musyoku
• Created: 2016-12-07T12:12:14.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2016-12-09T15:27:06.000Z (about 8 years ago)
• Last Synced: 2024-08-02T12:22:06.592Z (5 months ago)
• Language: Python
• Size: 33.2 KB
• Stars: 8
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Distributional Smoothing with Virtual Adversarial Training

code for the [paper](https://arxiv.org/abs/1507.00677)

[実装について](http://musyoku.github.io/2016/12/10/Distributional-Smoothing-with-Virtual-Adversarial-Training/)

### Requirements

- Chainer 1.18

## Semi-supervised MNIST Classification

| data | # |

|:--:|:--:|

| labeled | 100 |

| unlabeled | 49900 |

| validation | 10000 |

![classification](https://github.com/musyoku/musyoku.github.io/blob/master/images/post/2016-12-10/accuracy.png?raw=true)