rm3l / casual-digressions Goto Github PK

[Doctor AI: Predicting Clinical Events via Recurrent Neural Networks] (notes/docai.md) [[arXiv] (http://arxiv.org/abs/1511.05942)]

[Distributed Representations of Words and Phrases and their Compositionality] (notes/word2vec_mikolov.md) [[NIPS] (https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf)]

Multi-layer Representation Learning for Medical Concepts [[arXiv] (https://arxiv.org/abs/1602.05568)]

[Convolutional Neural Networks for Sentence Classification] (notes/cnn_text.md) [[arXiv] (http://arxiv.org/abs/1408.5882)]

Recurrent Neural Network Regularization [[arXiv] (http://arxiv.org/abs/1409.2329)]

Grammar as a Foreign Language [[arXiv] (http://arxiv.org/abs/1412.7449)]

[Sequence to Sequence Learning with Neural Networks] (notes/seq_to_seq_rnn.md) [[arXiv] (https://arxiv.org/abs/1409.3215)]

[Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation] (notes/rnn_encode_decode.md) [[arXiv] (http://arxiv.org/abs/1406.1078)]

[Neural Machine Translation by Jointly Learning to Align and Translate] (notes/rnn_attention.md) [[arXiv] (http://arxiv.org/abs/1409.0473)] - Attention in RNNs

[On Using Very Large Target Vocabulary for Neural Machine Translation] (notes/rnn_softmax.md) [[arXiv] (http://arxiv.org/abs/1412.2007)] - Sampled Softmax

[Pointer Sentinel Mixture Models] (notes/pointer_sentinel.md) [arXiv]

[Context-Dependent Word Representation for Neural Machine Translation] (notes/context.md) [arXiv]

[Learning to Translate in Real-time with Neural Machine Translation] (notes/real_time_NMT.md) [arXiv]

[Fully Character-Level Neural Machine Translation without Explicit Segmentation] (notes/fully_char.md) [arXiv]

[A Neural Conversational Model] (notes/conversation.md) [[arXiv] (http://arxiv.org/abs/1506.05869)]

End-To-End Memory Networks [arXiv]

[Ask Me Anything: Dynamic Memory Networks for Natural Language Processing] (notes/ama.md) [arXiv]

[Dynamic Coattention Networks For Question Answering] (notes/coattention.md) [arXiv]

Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks [[arXiv] (http://arxiv.org/abs/1609.02993)]

Third Person Imitation Learning [arXiv]

WaveNet: A Generative Model for Raw Audio [[arXiv] (https://arxiv.org/abs/1609.03499)][[Tutorial] (https://deepmind.com/blog/wavenet-generative-model-raw-audio/)]

Decoupled Neural Interfaces using Synthetic Gradients [[arXiv] (https://arxiv.org/abs/1608.05343)] [[Tutorial] (https://deepmind.com/blog/decoupled-neural-networks-using-synthetic-gradients/)]

[Generative Adversarial Networks] (notes/GAN.md) [[arXiv] (https://arxiv.org/abs/1406.2661)]

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks [arXiv]

Generative Adversarial Text to Image Synthesis [[arXiv] (https://arxiv.org/abs/1605.05396)]

Improved Techniques for Training GANs [[arXiv] (https://arxiv.org/abs/1606.03498)]

Learning to Protect Communications with Adversarial Neural Cryptography [arXiv]

[HyperNetworks] (notes/hypernetworks.md) [[arXiv] (https://arxiv.org/abs/1609.09106)]

[Using Fast Weights to Attend to the Recent Past] (notes/fast_weights.md) [[arXiv] (https://arxiv.org/abs/1610.06258)]

Quasi-Recurrent Neural Networks [[arXiv] (https://arxiv.org/abs/1611.01576)]