Representation Learning

Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018 SimplE Embedding for Link Prediction in Knowledge Graphs NeurIPS 2018 Single Image Reflection Separation With Perceptual Losses CVPR 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018 SplineNets: Continuous Neural Decision Graphs NeurIPS 2018 Stein Variational Message Passing for Continuous Graphical Models ICML 2018 Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018 Structure-Aware Convolutional Neural Networks NeurIPS 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization ACL 2018 Subword-level Word Vector Representations for Korean ACL 2018 Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR 2018 Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Syntactic Dependency Representations in Neural Relation Classification ACL 2018 Syntax Encoding with Application in Authorship Attribution EMNLP 2018 Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018 Target Foresight Based Attention for Neural Machine Translation NAACL 2018 Tensorize, Factorize and Regularize: Robust Visual Relationship Learning CVPR 2018 Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018 The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018 The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018 The Sparse Manifold Transform NeurIPS 2018