├── .gitignore ├── LICENSE ├── README.md ├── all_cnn_96 ├── all_cnn_92_visualization.ipynb ├── conv2d.py ├── download_mnist.lua ├── gen_datasample.py ├── images │ ├── accuracies.pdf │ ├── confusion_matrix.pdf │ ├── datasample.png │ ├── kldiv_heatmap.pdf │ ├── kldiv_heatmap.png │ ├── losses.pdf │ ├── weight_block0-conv0.png │ ├── weight_block0-conv1.png │ ├── weight_block0-conv2.png │ ├── weight_block1-conv0.png │ ├── weight_block1-conv1.png │ └── weight_block1-conv2.png ├── kl_regularizer.py ├── make_cluttered_dataset.lua ├── mnist_cluttered.lua ├── models │ ├── all_cnn_96.json │ ├── history │ │ └── log.tsv │ └── model.json ├── net.py ├── pastalog_monitor.py ├── t7_to_hdf5.py ├── train.py └── utils.py └── vae_information_dropout ├── images ├── activity_histogram.pdf ├── dropout_value.pdf ├── generated_image.png ├── generated_image_log.png ├── latent.png ├── latent_focused.png ├── latent_focused_log.png └── weight_diagram.png ├── models └── vae_information_dropout.json ├── vae_information_dropout.py └── vae_information_dropout_visualization.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/README.md -------------------------------------------------------------------------------- /all_cnn_96/all_cnn_92_visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/all_cnn_92_visualization.ipynb -------------------------------------------------------------------------------- /all_cnn_96/conv2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/conv2d.py -------------------------------------------------------------------------------- /all_cnn_96/download_mnist.lua: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/download_mnist.lua -------------------------------------------------------------------------------- /all_cnn_96/gen_datasample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/gen_datasample.py -------------------------------------------------------------------------------- /all_cnn_96/images/accuracies.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/accuracies.pdf -------------------------------------------------------------------------------- /all_cnn_96/images/confusion_matrix.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/confusion_matrix.pdf -------------------------------------------------------------------------------- /all_cnn_96/images/datasample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/datasample.png -------------------------------------------------------------------------------- /all_cnn_96/images/kldiv_heatmap.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/kldiv_heatmap.pdf -------------------------------------------------------------------------------- /all_cnn_96/images/kldiv_heatmap.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/kldiv_heatmap.png -------------------------------------------------------------------------------- /all_cnn_96/images/losses.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/losses.pdf -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block0-conv0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block0-conv0.png -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block0-conv1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block0-conv1.png -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block0-conv2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block0-conv2.png -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block1-conv0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block1-conv0.png -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block1-conv1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block1-conv1.png -------------------------------------------------------------------------------- /all_cnn_96/images/weight_block1-conv2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/images/weight_block1-conv2.png -------------------------------------------------------------------------------- /all_cnn_96/kl_regularizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/kl_regularizer.py -------------------------------------------------------------------------------- /all_cnn_96/make_cluttered_dataset.lua: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/make_cluttered_dataset.lua -------------------------------------------------------------------------------- /all_cnn_96/mnist_cluttered.lua: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/mnist_cluttered.lua -------------------------------------------------------------------------------- /all_cnn_96/models/all_cnn_96.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/models/all_cnn_96.json -------------------------------------------------------------------------------- /all_cnn_96/models/history/log.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/models/history/log.tsv -------------------------------------------------------------------------------- /all_cnn_96/models/model.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/models/model.json -------------------------------------------------------------------------------- /all_cnn_96/net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/net.py -------------------------------------------------------------------------------- /all_cnn_96/pastalog_monitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/pastalog_monitor.py -------------------------------------------------------------------------------- /all_cnn_96/t7_to_hdf5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/t7_to_hdf5.py -------------------------------------------------------------------------------- /all_cnn_96/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/train.py -------------------------------------------------------------------------------- /all_cnn_96/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/all_cnn_96/utils.py -------------------------------------------------------------------------------- /vae_information_dropout/images/activity_histogram.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/activity_histogram.pdf -------------------------------------------------------------------------------- /vae_information_dropout/images/dropout_value.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/dropout_value.pdf -------------------------------------------------------------------------------- /vae_information_dropout/images/generated_image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/generated_image.png -------------------------------------------------------------------------------- /vae_information_dropout/images/generated_image_log.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/generated_image_log.png -------------------------------------------------------------------------------- /vae_information_dropout/images/latent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/latent.png -------------------------------------------------------------------------------- /vae_information_dropout/images/latent_focused.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/latent_focused.png -------------------------------------------------------------------------------- /vae_information_dropout/images/latent_focused_log.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/latent_focused_log.png -------------------------------------------------------------------------------- /vae_information_dropout/images/weight_diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/images/weight_diagram.png -------------------------------------------------------------------------------- /vae_information_dropout/models/vae_information_dropout.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/models/vae_information_dropout.json -------------------------------------------------------------------------------- /vae_information_dropout/vae_information_dropout.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/vae_information_dropout.py -------------------------------------------------------------------------------- /vae_information_dropout/vae_information_dropout_visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ganow/keras-information-dropout/HEAD/vae_information_dropout/vae_information_dropout_visualization.ipynb --------------------------------------------------------------------------------