Recurrent Neural Networks

Social LSTM: Human Trajectory Prediction in Crowded Spaces CVPR 2016 Structural-RNN: Deep Learning on Spatio-Temporal Graphs CVPR 2016 Visually Indicated Sounds CVPR 2016 Action-Conditional Video Prediction using Deep Networks in Atari Games NeurIPS 2015 A Recurrent Latent Variable Model for Sequential Data NeurIPS 2015 Attention-Based Models for Speech Recognition NeurIPS 2015 Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution NeurIPS 2015 Bidirectional Recurrent Neural Networks as Generative Models NeurIPS 2015 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NeurIPS 2015 Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NeurIPS 2015 Deep Knowledge Tracing NeurIPS 2015 Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR 2015 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 Generative Image Modeling Using Spatial LSTMs NeurIPS 2015 Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks NeurIPS 2015 Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition CVPR 2015 Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NeurIPS 2015 Interactive Control of Diverse Complex Characters with Neural Networks NeurIPS 2015 Learning to Transduce with Unbounded Memory NeurIPS 2015 Long-Term Recurrent Convolutional Networks for Visual Recognition and Description CVPR 2015 Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015 Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation NeurIPS 2015 Recurrent Convolutional Neural Network for Object Recognition CVPR 2015 Scene Labeling With LSTM Recurrent Neural Networks CVPR 2015 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NeurIPS 2015