DD-VAR / Paper-Implementations

Use PyTorch to implement some classic frameworks

Paper Implementations

Use PyTorch to implement some classic papers

Implemented

Classification on MNIST

• Two layer CNN
• Network in Network
• ResNet18

Generative Models

• DCGAN
• pix2pix
• DiscoGAN
• CycleGAN
• BEGAN
• VAE

Neural Style Transfer

• Neural Style Transfer

LSTM

• Char RNN