Chia-Che Chang*, Chieh Hubert Lin*, Che-Rung Lee, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
The authors' TensorFlow implementation of ECCV'18 paper, "Escaping from Collapsing Modes in a Constrained Space".
** This is not an official Google product **
# download CelebA dataset
python download.py
# Training:
./train.sh
# Testing:
./test.sh
Train on CelebA dataset
Train on 1/10 CelebA dataset
Selected disentangled representations of BEGAN-CS
Two-dimensional combinations of disentangled representations
Experimental results on the synthetic dataset
Image reconstruction results
Interpolation
@InProceedings{Chang_2018_ECCV,
author = {Chang, Chia-Che and Hubert Lin, Chieh and Lee, Che-Rung and Juan, Da-Cheng and Wei, Wei and Chen, Hwann-Tzong},
title = {Escaping from Collapsing Modes in a Constrained Space},
booktitle = {The European Conference on Computer Vision (ECCV)},
month = {September},
year = {2018}
}