Predictive Coding Networks - Project for COMP767-002
To Do:-
- Prepare MNIST dataset and save triple (img,rotation,translation,img2)
- Train a basic CNN on MNIST classification (on MILA cluster)
- Train a VAE on MNIST dataset to reconstruct image
- Incorporate egomotion conditionalization on latent space in VAE -- CVAE variants
- Observe prediction accuracy as a function of reduced number of GT labels
- Compute surprise amount