├── .gitignore ├── README.md ├── assets ├── ediffi.png └── fig1.png ├── demo ├── continuous_cifar │ ├── .gitignore │ ├── .virtual_documents │ │ ├── deis-Copy1.ipynb │ │ └── deis.ipynb │ ├── LICENSE │ ├── README.md │ ├── Score_SDE_demo.ipynb │ ├── assets │ │ ├── bedroom.jpeg │ │ ├── celebahq_256.jpg │ │ ├── church.jpeg │ │ ├── ffhq_1024.jpeg │ │ ├── ffhq_256.jpg │ │ ├── ffhq_samples.jpg │ │ └── schematic.jpg │ ├── configs │ │ ├── default_celeba_configs.py │ │ ├── default_cifar10_configs.py │ │ ├── default_lsun_configs.py │ │ ├── subvp │ │ │ ├── cifar10_ddpm_continuous.py │ │ │ ├── cifar10_ddpmpp_continuous.py │ │ │ ├── cifar10_ddpmpp_deep_continuous.py │ │ │ ├── cifar10_ncsnpp_continuous.py │ │ │ └── cifar10_ncsnpp_deep_continuous.py │ │ ├── ve │ │ │ ├── bedroom_ncsnpp_continuous.py │ │ │ ├── celeba_ncsnpp.py │ │ │ ├── celebahq_256_ncsnpp_continuous.py │ │ │ ├── celebahq_ncsnpp_continuous.py │ │ │ ├── church_ncsnpp_continuous.py │ │ │ ├── cifar10_ddpm.py │ │ │ ├── cifar10_ncsnpp.py │ │ │ ├── cifar10_ncsnpp_continuous.py │ │ │ ├── cifar10_ncsnpp_deep_continuous.py │ │ │ ├── ffhq_256_ncsnpp_continuous.py │ │ │ ├── ffhq_ncsnpp_continuous.py │ │ │ ├── ncsn │ │ │ │ ├── celeba.py │ │ │ │ ├── celeba_124.py │ │ │ │ ├── celeba_1245.py │ │ │ │ ├── celeba_5.py │ │ │ │ ├── cifar10.py │ │ │ │ ├── cifar10_124.py │ │ │ │ ├── cifar10_1245.py │ │ │ │ └── cifar10_5.py │ │ │ └── ncsnv2 │ │ │ │ ├── bedroom.py │ │ │ │ ├── celeba.py │ │ │ │ └── cifar10.py │ │ └── vp │ │ │ ├── cifar10_ddpmpp.py │ │ │ ├── cifar10_ddpmpp_continuous.py │ │ │ ├── cifar10_ddpmpp_deep_continuous.py │ │ │ ├── cifar10_ncsnpp.py │ │ │ ├── cifar10_ncsnpp_continuous.py │ │ │ ├── cifar10_ncsnpp_deep_continuous.py │ │ │ └── ddpm │ │ │ ├── bedroom.py │ │ │ ├── celebahq.py │ │ │ ├── church.py │ │ │ ├── cifar10.py │ │ │ ├── cifar10_continuous.py │ │ │ └── cifar10_unconditional.py │ ├── controllable_generation.py │ ├── datasets.py │ ├── deis.ipynb │ ├── evaluation.py │ ├── jax_deis │ ├── likelihood.py │ ├── losses.py │ ├── main.py │ ├── models │ │ ├── __init__.py │ │ ├── ddpm.py │ │ ├── layers.py │ │ ├── layerspp.py │ │ ├── ncsnpp.py │ │ ├── ncsnv2.py │ │ ├── normalization.py │ │ ├── up_or_down_sampling.py │ │ ├── utils.py │ │ └── wideresnet_noise_conditional.py │ ├── requirements.txt │ ├── run_lib.py │ ├── sampling.py │ ├── sde_lib.py │ └── utils.py └── discrete_celeba │ ├── .gitignore │ ├── config │ ├── ddim_bedroom.yml │ ├── ddim_celeba.yml │ ├── ddim_church.yml │ ├── ddim_cifar10.yml │ ├── iddpm_cifar10.yml │ ├── pf_cifar10.yml │ └── pf_deep_cifar10.yml │ ├── dataset │ ├── __init__.py │ ├── celeba.py │ ├── ffhq.py │ ├── lsun.py │ ├── utils.py │ └── vision.py │ ├── main.py │ ├── model │ ├── ddim.py │ ├── ema.py │ ├── iDDPM │ │ ├── nn.py │ │ └── unet.py │ └── scoresde │ │ ├── ddpm.py │ │ ├── layers.py │ │ ├── layerspp.py │ │ ├── ncsnpp.py │ │ ├── normalization.py │ │ ├── up_or_down_sampling.py │ │ ├── upfirdn2d.cpp │ │ ├── upfirdn2d.py │ │ └── upfirdn2d_kernel.cu │ ├── readme.md │ ├── requirements.txt │ ├── run.sh │ ├── runner │ ├── method.py │ ├── runner.py │ └── schedule.py │ └── th_deis ├── jax_deis ├── __init__.py ├── ei.py ├── multistep.py ├── rk.py ├── sampler.py ├── sde.py └── vpsde.py ├── tests ├── __init__.py ├── test_rev_ts.py └── test_tab_deis.py └── th_deis ├── __init__.py ├── ei.py ├── helper.py ├── multistep.py ├── rk.py ├── sampler.py ├── sde.py └── vpsde.py /.gitignore: -------------------------------------------------------------------------------- 1 | .pytest_cache/ 2 | data/ 3 | .vscode/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qsh-zh/deis/HEAD/README.md -------------------------------------------------------------------------------- /assets/ediffi.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qsh-zh/deis/HEAD/assets/ediffi.png 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