-
I am trying to modify the loss function in the VAE example available here: https://github.com/rstudio/keras/blob/master/vignettes/examples/variational_autoencoder.R
In the example, the KL divergenc…
-
Hi all,
Foremost, my theano and keras are up-to-date.
I am trying to adapt the keras VAE template `variational_autoencoder_deconv.py` for a non-MNIST unlabeled dataset. I am using 38,585 256x256…
-
디즈니와 칼텍에서 한 영화 관객들의 표정 데이터를 가지고 autoencoder와 matrix factorization으로 모델링 하는 논문인데 흥미로운 것 같습니다.
CVPR 2017 논문인데요,
기존 non-linear matrix factorization에 variational autoencoder을 적용하고 있습니다. 이를 통해 기존 baselin…
-
Refer to Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
-
Hey Fabio, read the full article, maybe the most interesting post that I have read on Medium. I didn't knew something like this existed! Some decades down the line, I can see novels converted into mov…
ghost updated
5 years ago
-
Hi, Zhiting.
I noticed that you used KL annealing strategy like this in vae_text.py
anneal_r = 1.0 / (config.kl_anneal_hparams["warm_up"] * (train_data.dataset_size() / config.batch_size))
opt_…
-
Hi, there is a new work for automatic deformation transfer, found in Siggraph Asia 2018
Title: Automatic Unpaired Shape Deformation Transfer
Project: http://geometrylearning.com/ausdt/
Paper: http:…
-
Hi,
I'm trying to reproduce the VariationalAutoEncoderExample results as displayed in the "Deep Learning" book on page 225 and page 227.
I've experimented with the parameters as defined in t…
-
Previously: UI (stats listener) was working fine with variational autoencoders.
As of 0.7.2, it no longer seems to work.
-
Hi, I'm Trying to get prediction of the model I have. for example in ch2 first look at a neural network.
but there is no function I can find to do so using cntk.Can you help me with that?