├── .gitignore ├── LICENSE ├── README.md ├── cortex_DIM ├── configs │ ├── __init__.py │ ├── convnets.py │ ├── deconvnets.py │ └── resnets.py ├── evaluation_models │ ├── __init__.py │ ├── classification_eval.py │ ├── msssim_eval.py │ └── ndm_eval.py ├── functions │ ├── __init__.py │ ├── dim_losses.py │ ├── gan_losses.py │ ├── gradient_penalty.py │ └── misc.py ├── models │ ├── __init__.py │ ├── classifier.py │ ├── controller.py │ ├── coordinates.py │ ├── decoder.py │ ├── dim.py │ ├── discriminator.py │ ├── ndm.py │ └── prior_matching.py └── nn_modules │ ├── __init__.py │ ├── convnet.py │ ├── deconvnet.py │ ├── mi_networks.py │ ├── misc.py │ └── resnet.py ├── scripts └── main.py └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/README.md -------------------------------------------------------------------------------- /cortex_DIM/configs/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cortex_DIM/configs/convnets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/configs/convnets.py -------------------------------------------------------------------------------- /cortex_DIM/configs/deconvnets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/configs/deconvnets.py -------------------------------------------------------------------------------- /cortex_DIM/configs/resnets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/configs/resnets.py -------------------------------------------------------------------------------- /cortex_DIM/evaluation_models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cortex_DIM/evaluation_models/classification_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/evaluation_models/classification_eval.py -------------------------------------------------------------------------------- /cortex_DIM/evaluation_models/msssim_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/evaluation_models/msssim_eval.py -------------------------------------------------------------------------------- /cortex_DIM/evaluation_models/ndm_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/evaluation_models/ndm_eval.py -------------------------------------------------------------------------------- /cortex_DIM/functions/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cortex_DIM/functions/dim_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/functions/dim_losses.py -------------------------------------------------------------------------------- /cortex_DIM/functions/gan_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/functions/gan_losses.py -------------------------------------------------------------------------------- /cortex_DIM/functions/gradient_penalty.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/functions/gradient_penalty.py -------------------------------------------------------------------------------- /cortex_DIM/functions/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/functions/misc.py -------------------------------------------------------------------------------- /cortex_DIM/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cortex_DIM/models/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/classifier.py -------------------------------------------------------------------------------- /cortex_DIM/models/controller.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/controller.py -------------------------------------------------------------------------------- /cortex_DIM/models/coordinates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/coordinates.py -------------------------------------------------------------------------------- /cortex_DIM/models/decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/decoder.py -------------------------------------------------------------------------------- /cortex_DIM/models/dim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/dim.py -------------------------------------------------------------------------------- /cortex_DIM/models/discriminator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/discriminator.py -------------------------------------------------------------------------------- /cortex_DIM/models/ndm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/ndm.py -------------------------------------------------------------------------------- /cortex_DIM/models/prior_matching.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/models/prior_matching.py -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/convnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/nn_modules/convnet.py -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/deconvnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/nn_modules/deconvnet.py -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/mi_networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/nn_modules/mi_networks.py -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/nn_modules/misc.py -------------------------------------------------------------------------------- /cortex_DIM/nn_modules/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/cortex_DIM/nn_modules/resnet.py -------------------------------------------------------------------------------- /scripts/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/scripts/main.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdevon/DIM/HEAD/setup.py --------------------------------------------------------------------------------