New answers tagged variational-autoencoder
1
vote
Accepted
Is the discriminator of a GAN network embedded in VAE?
To train a GAN you need only 2 networks, the generator and discriminator, none of which require to be an encoder. You also don't require synthetic data, those are generated by the generator network, ...
- 3,983
0
votes
Datasets input at model.fit produce unexpected results of training loss vs validation loss
Solved it. It was a bug in my code after all.
preprocess_dataset function divide the data by 255 and I used the same for both the training dataset which was coming from a directory (0-255 range) and ...
- 11
0
votes
VAE giving near zero output when latent space dimension is large
Old question but hopefully OP is still active.
I also agree with recessive that perhaps it is struggling to create a continuous representation of your data in the latent space. Have you looked at your ...
- 101
Top 50 recent answers are included