Architectures

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation Interspeech 2018 Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018 Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018 Refining Synthetic Images with Semantic Layouts by Adversarial Training ACML 2018 Regularizing and Optimizing LSTM Language Models ICLR 2018 Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018 Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR 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 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018 Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Representing Social Media Users for Sarcasm Detection EMNLP 2018 Reproducible Survival Prediction with SEER Cancer Data MLHC 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 RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018 Reusing Weights in Subword-Aware Neural Language Models NAACL 2018 Reversible Recurrent Neural Networks NeurIPS 2018