├── .gitignore ├── .pylintrc ├── Dockerfile ├── README.md ├── configs ├── inference │ └── paper │ │ ├── celeba_cs_sine.yaml │ │ ├── celeba_denoising.yaml │ │ ├── celeba_mnist_dps.yaml │ │ ├── celeba_mnist_pigdm.yaml │ │ └── celeba_mnist_proj.yaml ├── sweeps │ ├── gan_sweep.yaml │ ├── glow_sweep.yaml │ └── sgm_sweep.yaml └── training │ ├── gan_celeba.yaml │ ├── gan_mnist.yaml │ ├── glow_celeba.yaml │ ├── glow_mnist.yaml │ ├── score_celeba.yaml │ └── score_mnist.yaml ├── datasets.py ├── generators ├── GAN.py ├── SGM │ ├── SGM.py │ ├── guidance.py │ ├── sampling.py │ └── sde_lib.py ├── glow │ ├── actnorm.py │ ├── coupling.py │ ├── flow.py │ ├── glow.py │ ├── invertible_conv.py │ ├── net.py │ ├── split.py │ └── squeeze.py ├── layers.py └── models.py ├── images ├── 11_01_2022_glow-sgm_celeba_denoising_animation.gif ├── celeba_mnist_sgm_animation.gif ├── celeba_mnist_sgm_glow_animation.gif ├── comparison_celeba_mnist.png ├── comparison_celeba_mnist_ood.png ├── comparison_celeba_mnist_proj_dps_pidgm.png ├── comparison_celeba_mnist_proj_dps_pidgm_ood.png └── joint-diffusion-diagram.png ├── inference.py ├── requirements └── requirements.txt ├── sweeper.py ├── train.py └── utils ├── callbacks.py ├── checkpoints.py ├── corruptors.py ├── git_info.py ├── gpu_config.py ├── inverse.py ├── metrics.py ├── nlm.py ├── opt.py ├── runs.py ├── signals.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tristan-deep/joint-diffusion/HEAD/.gitignore -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tristan-deep/joint-diffusion/HEAD/.pylintrc -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 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