VaDE

A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)

Usage

First, execute pretrain.py to get parameters for initializing the model.

$ python pretrain.py --epochs 20 --gpu 0 --out parameters.pth

Then, start training like

$ python main.py --epochs 300 --gpu 0 --pretrain parameters.pth

The results (accuracy and visualization of the latent space) can be confirmed by Tensorboard.

$ tensorboard --logdir runs