Shiva18A/Variational-Autoencoder-Family

PyTorch implementation of various Variational Autoencoder models

Variational Autoencoders (VAEs)

Implementation of various variational autoencoder models

1. Simple VAE using linear layers

2. Convolutional VAEs and latent space visualization

3. Conditional Convolutional VAEs and latent space visualization

4. Convolutional VAE using the CIFAR-10 Dataset

5. Conditional VAE using the CIFAR-10 Dataset

6. Convolutional VAE using the CelebA-HQ Dataset