Recurrent Neural Networks

Predictive State Recurrent Neural Networks NeurIPS 2017 PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NeurIPS 2017 Preventing Gradient Explosions in Gated Recurrent Units NeurIPS 2017 Prosody Aware Word-Level Encoder Based on BLSTM-RNNs for DNN-Based Speech Synthesis Interspeech 2017 Question Generation for Question Answering EMNLP 2017 Radical-level Ideograph Encoder for RNN-based Sentiment Analysis of Chinese and Japanese ACML 2017 Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017 Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization CVPR 2017 Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs CVPR 2017 Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ACL 2017 Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL 2017 Semantic Compositional Networks for Visual Captioning CVPR 2017 Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture EMNLP 2017 The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NeurIPS 2017 Transition-Based Disfluency Detection using LSTMs EMNLP 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Using Context Information for Dialog Act Classification in DNN Framework EMNLP 2017 Video Captioning With Transferred Semantic Attributes CVPR 2017 VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR 2017 Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning NeurIPS 2017 World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017 Z-Forcing: Training Stochastic Recurrent Networks NeurIPS 2017 A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection CVPR 2016 A Theoretically Grounded Application of Dropout in Recurrent Neural Networks NeurIPS 2016 CNN-RNN: A Unified Framework for Multi-Label Image Classification CVPR 2016