├── .gitignore ├── LICENSE ├── README.md ├── assets ├── CelebA.png ├── ImageNet32.png ├── ImageNet64.png └── poster_DenseFlow.png ├── denseflow ├── __init__.py ├── data │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── image │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── cifar10.py │ │ │ ├── cifar100.py │ │ │ ├── fixed_binarized_mnist.py │ │ │ ├── imagenet32.py │ │ │ ├── imagenet64.py │ │ │ ├── omniglot.py │ │ │ ├── svhn.py │ │ │ └── unsupervised_wrappers │ │ │ │ ├── __init__.py │ │ │ │ ├── cifar10.py │ │ │ │ ├── fashion_mnist.py │ │ │ │ ├── mnist.py │ │ │ │ └── svhn.py │ │ ├── tabular │ │ │ ├── __init__.py │ │ │ └── uci_maf.py │ │ └── toy │ │ │ ├── __init__.py │ │ │ └── plane.py │ ├── loaders │ │ ├── __init__.py │ │ ├── image │ │ │ ├── __init__.py │ │ │ ├── binarized_fashion_mnist.py │ │ │ ├── binarized_mnist.py │ │ │ ├── binarized_mnist_fixed.py │ │ │ ├── binarized_omniglot.py │ │ │ ├── celeba.py │ │ │ ├── cifar10.py │ │ │ ├── cifar100.py │ │ │ ├── imagenet32.py │ │ │ ├── imagenet64.py │ │ │ ├── mnist.py │ │ │ └── svhn.py │ │ ├── tabular │ │ │ ├── __init__.py │ │ │ └── uci_maf.py │ │ ├── task_loaders.py │ │ └── toy │ │ │ ├── __init__.py │ │ │ └── plane.py │ ├── path.py │ └── transforms.py ├── distributions │ ├── __init__.py │ ├── base.py │ ├── conditional │ │ ├── __init__.py │ │ ├── base.py │ │ ├── bernoulli.py │ │ ├── categorical.py │ │ └── normal.py │ ├── data_parallel.py │ ├── half_normal.py │ ├── normal.py │ └── uniform.py ├── flows │ ├── __init__.py │ ├── cond_flow.py │ ├── cond_inverse_flow.py │ ├── flow.py │ └── inverse_flow.py ├── nn │ ├── __init__.py │ ├── blocks │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── autoregressive │ │ │ ├── __init__.py │ │ │ ├── masked_residual_block_2d.py │ │ │ ├── sparse_transformer.py │ │ │ └── transformer.py │ │ ├── denseblock.py │ │ └── resblock.py │ ├── layers │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── activations_factory.py │ │ ├── activations_functional.py │ │ ├── autoregressive │ │ │ ├── __init__.py │ │ │ ├── ar_shift.py │ │ │ ├── masked_conv_2d.py │ │ │ ├── masked_linear.py │ │ │ ├── seq_reorder.py │ │ │ └── utils.py │ │ ├── constraints_factory.py │ │ ├── elementwise_params.py │ │ ├── encoding │ │ │ ├── __init__.py │ │ │ └── positional_encoding_image.py │ │ └── lambda_layer.py │ └── nets │ │ ├── __init__.py │ │ ├── autoregressive │ │ ├── __init__.py │ │ ├── made.py │ │ ├── pixelcnn.py │ │ ├── sparse_transformer.py │ │ └── transformer.py │ │ ├── matching │ │ ├── __init__.py │ │ ├── densenet.py │ │ ├── multiscale_densenet.py │ │ └── resnet.py │ │ └── mlp.py ├── optim │ ├── __init__.py │ └── schedulers │ │ ├── __init__.py │ │ └── linear_warmup.py ├── transforms │ ├── __init__.py │ ├── base.py │ ├── bijections │ │ ├── __init__.py │ │ ├── actnorm.py │ │ ├── affine.py │ │ ├── autoregressive │ │ │ ├── __init__.py │ │ │ ├── autoregressive.py │ │ │ ├── autoregressive_2d.py │ │ │ ├── autoregressive_linear.py │ │ │ ├── autoregressive_linear_2d.py │ │ │ ├── autoregressive_mixtures.py │ │ │ ├── autoregressive_mixtures_2d.py │ │ │ ├── autoregressive_splines.py │ │ │ └── autoregressive_splines_2d.py │ │ ├── base.py │ │ ├── batchnorm.py │ │ ├── channel_switch.py │ │ ├── conditional │ │ │ ├── __init__.py │ │ │ ├── autoregressive │ │ │ │ ├── __init__.py │ │ │ │ ├── autoregressive_2d.py │ │ │ │ ├── autoregressive_linear_2d.py │ │ │ │ ├── autoregressive_mixtures_2d.py │ │ │ │ └── autoregressive_splines_2d.py │ │ │ ├── base.py │ │ │ ├── coupling │ │ │ │ ├── __init__.py │ │ │ │ ├── coupling.py │ │ │ │ ├── coupling_linear.py │ │ │ │ ├── coupling_mixtures.py │ │ │ │ └── coupling_splines.py │ │ │ └── elementwise_linear.py │ │ ├── conv1x1.py │ │ ├── coupling │ │ │ ├── __init__.py │ │ │ ├── coupling.py │ │ │ ├── coupling_linear.py │ │ │ ├── coupling_mixtures.py │ │ │ └── coupling_splines.py │ │ ├── elementwise_nonlinear.py │ │ ├── functional │ │ │ ├── __init__.py │ │ │ ├── iterative_inversion.py │ │ │ ├── mixtures │ │ │ │ ├── __init__.py │ │ │ │ ├── gaussian_mixture.py │ │ │ │ ├── logistic_mixture.py │ │ │ │ ├── logistic_mixture_censored.py │ │ │ │ ├── params.py │ │ │ │ ├── utils_logistic.py │ │ │ │ └── utils_logistic_censored.py │ │ │ └── splines │ │ │ │ ├── __init__.py │ │ │ │ ├── cubic.py │ │ │ │ ├── linear.py │ │ │ │ ├── quadratic.py │ │ │ │ ├── rational_quadratic.py │ │ │ │ └── utils.py │ │ ├── linear.py │ │ ├── linear_lowrank.py │ │ ├── linear_lu.py │ │ ├── orth_conv1x1_pgd.py │ │ ├── orth_squeeze.py │ │ ├── orth_squeeze_pgd.py │ │ ├── permute.py │ │ ├── permute_axes.py │ │ ├── reshape.py │ │ ├── rotate.py │ │ ├── squeeze.py │ │ ├── unsqueeze.py │ │ └── wavelet.py │ ├── cond_base.py │ ├── stochastic │ │ ├── __init__.py │ │ ├── base.py │ │ ├── permutation.py │ │ └── vae.py │ └── surjections │ │ ├── __init__.py │ │ ├── abs.py │ │ ├── augment.py │ │ ├── base.py │ │ ├── dequantization_uniform.py │ │ ├── dequantization_variational.py │ │ ├── maxpool2d.py │ │ ├── slice.py │ │ └── sort.py └── utils │ ├── __init__.py │ ├── context.py │ ├── loss.py │ └── tensors.py ├── experiments └── image │ ├── data │ ├── data.py │ └── plot_data.py │ ├── eval_loglik.py │ ├── eval_sample.py │ ├── experiment │ ├── base.py │ ├── baseline_flow.py │ └── utils.py │ ├── model │ ├── affine_coupling.py │ ├── dense_distribution.py │ ├── dense_flow.py │ ├── dequantization.py │ ├── flow_modules.py │ └── model_flow.py │ ├── optim │ ├── base.py │ ├── expdecay.py │ └── expdecay_flow.py │ ├── train.py │ ├── train_more.py │ └── utils.py ├── make_imagenet_data.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matejgrcic/DenseFlow/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matejgrcic/DenseFlow/HEAD/LICENSE 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