Recurrent Neural Networks

Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices NeurIPS 2019 Shifting More Attention to Video Salient Object Detection CVPR 2019 Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019 Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning CVPR 2019 Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019 Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks NeurIPS 2019 SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction CVPR 2019 Stochastic Gradient Descent Learns State Equations with Nonlinear Activations COLT 2019 Subtopic-driven Multi-Document Summarization EMNLP 2019 Switch-LSTMs for Multi-Criteria Chinese Word Segmentation AAAI 2019 Tagging Address Queries in Maps Search AAAI 2019 The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019 Towards Natural and Accurate Future Motion Prediction of Humans and Animals CVPR 2019 Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019 TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents AAAI 2019 TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions CVPR 2019 Tree Communication Models for Sentiment Analysis ACL 2019 Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ACL 2019 Trellis Networks for Sequence Modeling ICLR 2019 Universal Transformers ICLR 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019 Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learning ACL 2019 Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019