Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation

Code for reproducing the experiments reported on our preprint that proposes a two-step framework for generative modeling of temporal data.

Tested with

• Python 3.6
• Pytorch > 0.4.1

Pending:

• Upload pre-trained models
• Improve documentation

Citation

@article{albuquerque2019learning,
  title={Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation},
  author={Albuquerque, Isabela and Monteiro, Jo{\~a}o and Falk, Tiago H},
  journal={arXiv preprint arXiv:1901.11384},
  year={2019}
}