General Paper

• 论文：面向序列学习的RNN综述
• 论文+代码(C++):基于RNN的文档-上下文语言模型(DCLM)
  • code
• 论文:LSTM-RNN的FPGA实现
• Action Recognition using Visual Attention
  • LSTM/RNN 动作识别
  • code
• A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
  • RNN与Relu初始化方法
• Sequence to Sequence – Video to Text
  • LSTM/RNN 视频自动描述框架
  • project
  • code
• Semi-supervised Sequence Learning
  • 论文:(Google)(LSTM/RNN)半监督序列学习
• A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding
  • 论文:基于BLSTM-RNN+词嵌入的统一标注(Tagging)解决方案
• Deep Knowledge Tracing
  • (RNN)深度知识追踪
  • code
• Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks
  • 深度医学——基于LSTM/RNN的临床时序数据表型(多标签)分类
• A Recurrent Latent Variable Model for Sequential Data
  • 论文:潜随机变量RNN
  • code(Theano)
• Training Recurrent Neural Networks by Diffusion
  • 论文:高效的RNN扩散训练算法[MIT]
• Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
  • RNN 正则化技巧，bengio
• MuFuRU: The Multi-Function Recurrent Unit》D Weissenborn, T Rocktäschel (2016)
  • Tensorflow Implementation of Multi-Function Recurrent Unit