Deep Learning

Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018 Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018 Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions ICLR 2018 Relational recurrent neural networks NeurIPS 2018 Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018 Removing the Feature Correlation Effect of Multiplicative Noise NeurIPS 2018 Reparameterization Gradient for Non-differentiable Models NeurIPS 2018 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model EMNLP 2018 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 Representing Social Media Users for Sarcasm Detection EMNLP 2018 Reproducible Survival Prediction with SEER Cancer Data MLHC 2018 Repulsion Loss: Detecting Pedestrians in a Crowd CVPR 2018 ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018 Residual Connections Encourage Iterative Inference ICLR 2018 Residual Dense Network for Image Super-Resolution CVPR 2018 ResNet with one-neuron hidden layers is a Universal Approximator NeurIPS 2018 Resource Aware Person Re-Identification Across Multiple Resolutions CVPR 2018 Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality ACL 2018 RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018