Representation Learning

Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018 Nonlinear Weighted Finite Automata AISTATS 2018 Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration CVPR 2018 Novel Empirical Mode Decomposition Cepstral Features for Replay Spoof Detection Interspeech 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 Numerical Analysis near Singularities in RBF Networks JMLR 2018 Object Ordering with Bidirectional Matchings for Visual Reasoning NAACL 2018 Object-Oriented Dynamics Predictor NeurIPS 2018 Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words ACL 2018 oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model NAACL 2018 On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018 On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018 On Learning to Identify Genders from Raw Speech Signal Using CNNs Interspeech 2018 Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018 Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018 Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NeurIPS 2018 On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018 On the Spectrum of Random Features Maps of High Dimensional Data ICML 2018 On Tree-Based Neural Sentence Modeling EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Orthographic Features for Bilingual Lexicon Induction ACL 2018 Out-of-the-box Universal Romanization Tool uroman ACL 2018 Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018