├── .gitignore ├── LICENSE ├── README.md ├── ali ├── __init__.py ├── algorithms.py ├── bricks.py ├── conditional_bricks.py ├── datasets.py ├── graphing.py ├── mixture_viz.py ├── streams.py └── utils.py ├── experiments ├── ali_celeba.py ├── ali_celeba_conditional.py ├── ali_cifar10.py ├── ali_mixture.py ├── ali_svhn.py ├── ali_tiny_imagenet.py ├── gan_mixture.py └── semi_supervised_svhn.py ├── paper ├── .gitignore ├── adversarially_learned_inference.tex ├── bibliography.bib ├── celeba_conditional_sequence.png ├── celeba_interpolations.png ├── celeba_reconstructions.png ├── celeba_samples.png ├── cifar10_reconstructions.png ├── cifar10_samples.png ├── fancyhdr.sty ├── iclr2017_conference.bst ├── iclr2017_conference.sty ├── mixture_plot.png ├── natbib.sty ├── svhn_reconstructions.png ├── svhn_samples.png ├── tiny_imagenet_reconstructions.png └── tiny_imagenet_samples.png ├── scripts ├── generate_mixture_plots ├── generate_spiral_plots ├── interpolate ├── preprocess_representations ├── 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