https://github.com/fkodom/ncsn

Personal repo recreating Noise Contrastive Score Networks (https://arxiv.org/abs/1907.05600v2) for learning purposes.
https://github.com/fkodom/ncsn

Last synced: 7 days ago
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Personal repo recreating Noise Contrastive Score Networks (https://arxiv.org/abs/1907.05600v2) for learning purposes.

• Host: GitHub
• URL: https://github.com/fkodom/ncsn
• Owner: fkodom
• Created: 2019-12-22T21:57:26.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-05-26T02:07:44.000Z (over 4 years ago)
• Last Synced: 2024-10-28T06:30:04.113Z (about 2 months ago)
• Language: Python
• Homepage:
• Size: 99.7 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ncsn

Personal repo recreating [Noise Contrastive Score Networks](https://arxiv.org/abs/1907.05600v2) for learning purposes.

## Example Outputs

### MNIST

Random samples:

![mnist-random-samples](https://github.com/fkodom/ncsn/blob/master/doc/mnist.gif?raw=true)

Iterating between label values:

![mnist-random-samples](https://github.com/fkodom/ncsn/blob/master/doc/mnist-iteration.gif?raw=true)

### Celeb-A

Random samples:

![mnist-random-samples](https://github.com/fkodom/ncsn/blob/master/doc/celeba.gif?raw=true)

TODO:  Add visualization for label iterations in Celeb-A.