Representation Learning

Relating Articulatory Motions in Different Speaking Rates Interspeech 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 for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Representation Learning of Compositional 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 Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew COLING 2018 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information EMNLP 2018 Residual Parameter Transfer for Deep Domain Adaptation CVPR 2018 Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data CoNLL 2018 Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality ACL 2018 Retrieve and Refine: Improved Sequence Generation Models For Dialogue EMNLP 2018 Revisiting Deep Intrinsic Image Decompositions CVPR 2018 Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NeurIPS 2018 Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling NeurIPS 2018 Robust Acoustic Event Classification Using Bag-of-Visual-Words Interspeech 2018 Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization Interspeech 2018 Robust Classification With Convolutional Prototype Learning CVPR 2018 Robust Depth Estimation From Auto Bracketed Images CVPR 2018 Robust Graph Dimensionality Reduction IJCAI 2018 Robust Lexical Features for Improved Neural Network Named-Entity Recognition COLING 2018