This repository contains the code for the paper:
"Learning to Generate Samples from Noise through Infusion Training.",
Florian Bordes, Sina Honari, Pascal Vincent, ICLR 2017.
https://arxiv.org/abs/1703.06975
In order to use it, you have to install Theano, Lasagne, Fuel and theirs dependencies. To run an experiment on a GPU, you have to use:
THEANO_FLAGS=floatX=float32,device=cuda python run.py
If you use this code please cite:
Bibtex:
@inproceedings{bordes2017learning,
title={Learning to generate samples from noise through infusion training},
author={Bordes, Florian and Honari, Sina and Vincent, Pascal},
booktitle={International Conference on Learning Representations (ICLR)},
year={2017},
}