├── LICENSE ├── MNIST ├── calculate_log.py ├── data_loader.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── resnet.cpython-36.pyc │ │ ├── resnet_dropout.cpython-36.pyc │ │ └── sdenet_mnist.cpython-36.pyc │ ├── resnet.py │ ├── resnet_dropout.py │ └── sdenet_mnist.py ├── resnet_dropout_mnist.py ├── resnet_mnist.py ├── sdenet_mnist.py └── test_detection.py ├── README.md ├── SVHN ├── calculate_log.py ├── data_loader.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── resnet.cpython-36.pyc │ │ ├── resnet.cpython-37.pyc │ │ ├── resnet_dropout.cpython-36.pyc │ │ ├── resnet_dropout.cpython-37.pyc │ │ ├── sdenet.cpython-36.pyc │ │ ├── sdenet_mnist.cpython-36.pyc │ │ └── sdenet_mnist.cpython-37.pyc │ ├── resnet.py │ ├── resnet_dropout.py │ └── sdenet.py ├── resnet_dropout_svhn.py ├── resnet_svhn.py ├── sdenet_svhn.py └── test_detection.py ├── YearMSD ├── DNN_mc.py ├── SDE_regression.py ├── calculate_log.py ├── data_loader.py ├── models │ ├── DNN.py │ ├── DNN_mcdropout.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── DNN.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ └── sdenet.cpython-36.pyc │ └── sdenet.py ├── test_detection_mc.py └── test_detection_sde.py └── figure └── illustration.png /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lingkai-Kong/SDE-Net/HEAD/LICENSE -------------------------------------------------------------------------------- /MNIST/calculate_log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lingkai-Kong/SDE-Net/HEAD/MNIST/calculate_log.py -------------------------------------------------------------------------------- /MNIST/data_loader.py: -------------------------------------------------------------------------------- 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