Semi-Supervised-Prior-Learning

This github repo contains all the work done for prior learning of the latent distribution in GANs using latent decoders. The framework proposed comprises of a 3 player mini-max game. Summary of the experimentation to be done

Datasets

1. ImageNet/Tiny ImageNet
2. CIFAR10
3. MNIST/FMNIST
4. Any medical real life data

Experiments

1. Tri-GAN
2. S2GAN
3. WGAN-GP
4. LS-GAN
5. RS-GAN
6. DC-GAN
7. Our Approach

The proposed framework