Representation Learning

Neural-based Noise Filtering from Word Embeddings COLING 2016 Neural Paraphrase Generation with Stacked Residual LSTM Networks COLING 2016 Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NeurIPS 2016 New Perspectives on k-Support and Cluster Norms JMLR 2016 Noise and Metadata Sensitive Bottleneck Features for Improving Speaker Recognition with Non-Native Speech Input Interspeech 2016 Noise Aware and Combined Noise Models for Speech Denoising in Unknown Noise Conditions Interspeech 2016 Noisy Sparse Subspace Clustering JMLR 2016 Noisy Tensor Completion via the Sum-of-Squares Hierarchy COLT 2016 Non-Gaussian Component Analysis with Log-Density Gradient Estimation AISTATS 2016 Non-Iterative Parameter Estimation for Total Variability Model Using Randomized Singular Value Decomposition Interspeech 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 Non-negative Matrix Factorization under Heavy Noise ICML 2016 Nonparametric Canonical Correlation Analysis ICML 2016 Nonparametric Network Models for Link Prediction JMLR 2016 Novel Subband Autoencoder Features for Non-Intrusive Quality Assessment of Noise Suppressed Speech Interspeech 2016 Object based Scene Representations using Fisher Scores of Local Subspace Projections NeurIPS 2016 On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016 On Discriminative Framework for Single Channel Audio Source Separation Interspeech 2016 One-Shot Learning of Scene Locations via Feature Trajectory Transfer CVPR 2016 Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NeurIPS 2016 Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016 Online Learning with Low Rank Experts COLT 2016 Online PCA with Optimal Regret JMLR 2016 On Online Attention-Based Speech Recognition and Joint Mandarin Character-Pinyin Training Interspeech 2016 On the Approximability of Sparse PCA COLT 2016