# Paper-Implementations

**Repository Path**: AttackerGry/Paper-Implementations

## Basic Information

- **Project Name**: Paper-Implementations
- **Description**: 使用PyTorch实现一些经典框架
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2018-07-24
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## 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)