├── .gitignore ├── FULL_DOCUMENT.pdf ├── README.md ├── compile_documents.sh ├── individual_chapters ├── activation_f.pdf ├── applications.pdf ├── attention_models.pdf ├── autoencoders.pdf ├── backprop.pdf ├── biblio.pdf ├── biblio.pdf~ ├── bn_layer.pdf ├── conv_layer.pdf ├── data_aug_trans.pdf ├── data_preprocessing.pdf ├── dropout.pdf ├── famous_networks.pdf ├── fc_layer.pdf ├── gans.pdf ├── hw_layer.pdf ├── hyper_parms_tun.pdf ├── in_layer.pdf ├── loss_f.pdf ├── nn.pdf ├── others.pdf ├── params_init.pdf ├── params_up.pdf ├── part_Applications.pdf ├── part_Data.pdf ├── part_Layers.pdf ├── part_Learning.pdf ├── part_Networks.pdf ├── pool_layer.pdf ├── recurrent_neural_networks.pdf ├── region_based_cnn.pdf ├── rnn_convnet.pdf ├── spatial_transformer_networks.pdf ├── title.pdf ├── tricks.pdf ├── upsampling_layer.pdf ├── visualization.pdf └── yolo.pdf └── latex ├── Appendices └── AppendixA.tex ├── Bibliography.bib ├── Chapters ├── activation_f.tex ├── applications.tex ├── attention_models.tex ├── autoencoders.tex ├── autoencoders.tex~ ├── backprop.tex ├── biblio.tex ├── biblio.tex~ ├── bn_layer.tex ├── conv_layer.tex ├── data_aug_trans.tex ├── data_aug_trans.tex~ ├── data_preprocessing.tex ├── dropout.tex ├── famous_networks.tex ├── fc_layer.tex ├── gans.tex ├── hw_layer.tex ├── hyper_parms_tun.tex ├── in_layer.tex ├── loss_f.tex ├── nn.tex ├── nn.tex~ ├── others.tex ├── params_init.tex ├── params_up.tex ├── part_Applications.tex ├── part_Data.tex ├── part_Layers.tex ├── part_Layers.tex~ ├── part_Learning.tex ├── part_Networks.tex ├── part_Networks.tex~ ├── pool_layer.tex ├── recurrent_neural_networks.tex ├── region_based_cnn.tex ├── rnn_convnet.tex ├── spatial_transformer_networks.tex ├── title.tex ├── tricks.tex ├── upsampling_layer.tex ├── visualization.tex └── yolo.tex ├── Images ├── activation_f │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ └── 7.jpg ├── applications │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ ├── 16.png │ ├── 17.png │ ├── 18.png │ ├── 19.png │ ├── 2.png │ ├── 20.png │ ├── 21.png │ ├── 22.png │ ├── 23.png │ ├── 24.png │ ├── 25.png │ ├── 26.png │ ├── 27.png │ ├── 28.png │ ├── 29.png │ ├── 3.png │ ├── 30.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ └── 9.png ├── attention_models │ ├── 1.png │ ├── 2.png │ └── 3.png ├── autoencoders │ ├── 1.png │ ├── 11.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ └── 6.png ├── backprop │ ├── 1.png │ ├── 2.png │ ├── 3.png │ └── 4.png ├── bn_layer │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ └── 5.png ├── conv_layer │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ └── 5.png ├── data_aug_trans │ ├── 1.png │ ├── 2.png │ ├── 3.png │ └── 4.png ├── data_preprocessing │ ├── 1.png │ └── 2.png ├── dropout │ ├── 1.jpeg │ ├── 2.png │ └── 3.png ├── famous_networks │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ └── 9.png ├── gans │ ├── 10.png │ ├── 7.png │ ├── 8.png │ └── 9.png ├── hyper_params_tun │ ├── 1.png │ ├── 10.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.jpeg │ ├── 6.jpeg │ ├── 7.jpeg │ ├── 8.jpeg │ └── 9.png ├── loss_f │ └── 1.png ├── nn │ ├── 1.jpeg │ ├── 2.jpeg │ ├── 3.jpeg │ └── 4.jpeg ├── params_up │ ├── 1.png │ ├── 2.png │ └── 3.jpeg ├── pool_layer │ ├── 1.png │ └── 2.png ├── recurrent_neural_networks │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ ├── 16.png │ ├── 17.png │ ├── 18.png │ ├── 19.png │ ├── 2.png │ ├── 20.png │ ├── 21.png │ ├── 22.png │ ├── 23.png │ ├── 24.png │ ├── 25.png │ ├── 26.png │ ├── 27.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── Screenshot from 2016-10-13 11-16-59 (copy).png │ ├── Screenshot from 2016-10-13 11-17-08 (copy).png │ ├── frame_0_delay-2.2s.gif │ ├── frame_1_delay-2.2s.gif │ ├── frame_2_delay-2.2s.gif │ └── frame_3_delay-2.2s.gif ├── region_based_cnn │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 14.png │ ├── 15.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ └── 9.png ├── rnn_convnet │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ └── 7.png ├── spatial_transformer_networks │ ├── 1.png │ ├── 2.png │ └── 3.png ├── upsampling_layer │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ └── 5.png ├── visualization │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ ├── 16.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ └── 9.png └── yolo │ └── 1.png ├── Thesis.cls ├── lstpatch.sty ├── main.pdf ├── main.tex ├── main.tex~ ├── unsrtnat.bst └── vector.sty /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/albertpumarola/deep-learning-notes/HEAD/.gitignore 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