https://github.com/sunshineatnoon/Paper-Implementations

Use PyTorch to implement some classic frameworks
https://github.com/sunshineatnoon/Paper-Implementations

computer-vision deep-learning pytorch

Last synced: about 1 month ago
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Use PyTorch to implement some classic frameworks

• Host: GitHub
• URL: https://github.com/sunshineatnoon/Paper-Implementations
• Owner: sunshineatnoon
• Created: 2017-04-01T14:02:32.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-05-27T09:21:08.000Z (over 7 years ago)
• Last Synced: 2024-08-08T23:23:58.026Z (5 months ago)
• Topics: computer-vision, deep-learning, pytorch
• Language: Python
• Size: 156 MB
• Stars: 620
• Watchers: 24
• Forks: 197
• Open Issues: 6
• Metadata Files:
  • Readme: README.md

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README

        
# Paper Implementations

Use PyTorch to implement some classic papers

## Implemented

**[Classification on MNIST](https://github.com/sunshineatnoon/PyTorchExercise/tree/master/classification)**

- Two layer CNN

- Network in Network

- ResNet18

**Generative Models**

- [DCGAN](https://github.com/sunshineatnoon/PyTorchExercise/tree/master/dcgan)

- [pix2pix](https://github.com/sunshineatnoon/PyTorchExercise/tree/master/pix2pix)

- [DiscoGAN](https://github.com/sunshineatnoon/PyTorchExamples/tree/master/DiscoGAN)

- [CycleGAN](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/cycleGAN)

- [BEGAN](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/BEGAN)

- [VAE](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/VAE)

**Neural Style Transfer**

- [Neural Style Transfer](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/NeuralSytleTransfer#neural-style-transfer)

- [Preserving Color in Neural Artistic Style Transfer](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/NeuralSytleTransfer#neural-style-transfer-with-color-preservation)

- [Neural Style Transfer by aligning the BN statistics](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/NeuralSytleTransfer#neural-style-transfer-by-aligning-the-bn-statistics)

- [Fast Neural Style Transfer](https://github.com/sunshineatnoon/Paper-Implementations/tree/master/fast-neural-style)

**LSTM**

- [Char RNN](https://github.com/sunshineatnoon/PyTorchExamples/tree/master/char-rnn)