Representation Learning

Neural Tree Indexers for Text Understanding EACL 2017 Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017 News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract) IJCAI 2017 NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News SemEval 2017 Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017 Noise Robust Depth From Focus Using a Ring Difference Filter CVPR 2017 Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models AISTATS 2017 No Need to Pay Attention: Simple Recurrent Neural Networks Work! EMNLP 2017 Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates ICML 2017 Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting CVPR 2017 Non-parametric Structured Output Networks NeurIPS 2017 Nonsymbolic Text Representation EACL 2017 Object-Aware Dense Semantic Correspondence CVPR 2017 OctNet: Learning Deep 3D Representations at High Resolutions CVPR 2017 Off-Topic Spoken Response Detection with Word Embeddings Interspeech 2017 On Approximation Guarantees for Greedy Low Rank Optimization ICML 2017 One-To-Many Network for Visually Pleasing Compression Artifacts Reduction CVPR 2017 Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency and Scalability ICML 2017 On Modeling Sense Relatedness in Multi-prototype Word Embedding IJCNLP 2017 On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NeurIPS 2017 On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions JMLR 2017 On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification EACL 2017 OpenMM: An Open-Source Multimodal Feature Extraction Tool Interspeech 2017 openXBOW -- Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit JMLR 2017 Optimal Dictionary for Least Squares Representation JMLR 2017