├── README.md ├── WINN-algorithm.png ├── supervised ├── Baseline-ResNet-MNIST.ipynb ├── FGSM-Adversarial.ipynb ├── Utils.py ├── WINN-ResNet-MNIST.ipynb └── tflib │ ├── __init__.py │ ├── __init__.pyc │ ├── cifar10.py │ ├── inception_score.py │ ├── inception_score.pyc │ ├── mnist.py │ ├── ops │ ├── __init__.py │ ├── __init__.pyc │ ├── batchnorm.py │ ├── batchnorm.pyc │ ├── cond_batchnorm.py │ ├── conv1d.py │ ├── conv2d.py │ ├── conv2d.pyc │ ├── deconv2d.py │ ├── deconv2d.pyc │ ├── layernorm.py │ ├── layernorm.pyc │ ├── linear.py │ └── linear.pyc │ ├── plot.py │ ├── plot.pyc │ ├── save_images.py │ ├── save_images.pyc │ ├── small_imagenet.py │ └── small_imagenet.pyc └── unsupervised ├── WINN_64x64_test.ipynb ├── WINN_64x64_train.ipynb ├── tflib ├── __init__.py ├── __init__.pyc ├── cifar10.py ├── inception_score.py ├── inception_score.pyc ├── mnist.py ├── ops │ ├── __init__.pyc │ ├── batchnorm.py │ ├── batchnorm.pyc │ ├── cond_batchnorm.py │ ├── conv1d.py │ ├── conv2d.py │ ├── conv2d.pyc │ 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