Conditional Variational Autoencoder (CVAE)
Implemented for MNIST images by modifying pytorch VAE example. Condition by providing labels and passing them along with input images. We condition in 2 places:
- As the input to the encoder
- As the input to the decoder
Creating labels was a bit of a problem, solved by using the scatter_() method. See here:
https://discuss.pytorch.org/t/convert-int-into-one-hot-format/507/3