You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
And create a symbolic link to this dropbox folder.
Finally the folder structure should look like this:
cvb (project root)
|__ README.md
|__ cvb
|__ dropbox -> symbolic link
|__ |__ data
| |......
|......
2. Run synthetic data
Directly run the script:
cd cvb/toy_img
./run_fenchel.sh
You will get a sequence of posterior samples.
3. Run MNIST and CelebA
There are several variants of the model.
For MNIST, we implemented cvb with gaussian, parametric optimization and also gaussian + fenchel duality;
For CelebA, we implemented cvb with parametric optimization and fenchel duality
To run the training:
cd cvb/celeb
./run_celeb_parametric_opt.sh
To visualize the image samples:
cd cvb/celeb
./vis_celeb_parametric_opt.sh
Reference
@inproceedings{dai2018coupled,
title={Coupled Variational Bayes via Optimization Embedding},
author={Dai, Bo and Dai, Hanjun and He, Niao and Liu, Weiyang and Liu, Zhen and Chen, Jianshu and Xiao, Lin and Song, Le},
booktitle={Advances in Neural Information Processing Systems},
pages={9712--9722},
year={2018}
}
About
Code for Coupled Variational Bayes via Optimization Embedding
