-
If you find other interesting face generators, please add them here
Clorr updated
6 years ago
-
loss = recon_loss + kl_loss
While you should have
loss = recon_loss - kl_loss
To perform gradient descent.
If not you should
loss = -recon_loss + kl_loss
and perform gradient ascent.
Th…
-
Hi,In your [http://int8.io/variational-autoencoder-in-tensorflow/]:
Then I used FeatureExtraction utility from OpenFace to get set of images of faces of the actor
Could you give a hint how to use …
-
I am trying to run variational_autoencoder_deconv.py on Keras 2.0.2 Theano theano-0.9.0-p.
The example is here: [https://github.com/fchollet/keras/blob/master/examples/variational_autoencoder_deconv.…
-
Dear Dr Greene:
On behalf of the Editor, I am pleased to inform you that your Manuscript rsif-2017-0387.R1 entitled "Opportunities and obstacles for deep learning in biology and medicine" has bee…
-
What is the proper usage for layer_concatonate()? I have two models I'd like to merge and I'm getting the error below. Model params farther down. Thank you in advance.
-Chris
model = keras_mo…
-
1. This operation is needed in variational autoencoder, https://github.com/PaddlePaddle/Paddle/issues/579
2. Reduction op: sum, mean,...
-
The multivariate Gaussian likelihood is a key ingredient in many models (correlated LDA and mixed-effects models). It's useful in crafting a latent space whose components aren't necessarily independen…
-
Implement the technique in this paper by Abbeel's group: https://arxiv.org/pdf/1506.05254.pdf
This should allow us to very concisely express variational autoencoders.
It's a very cool technique, and…
-
The simple variational autoencoder on MNIST digits example (https://github.com/fchollet/keras/blob/master/examples/variational_autoencoder.py) does not converge. It converges with Keras 1.2.1.
I am…