Representation Learning

A Theory of Generative ConvNet ICML 2016 Attending to Characters in Neural Sequence Labeling Models COLING 2016 At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech Interspeech 2016 Audio Word2Vec: Unsupervised Learning of Audio Segment Representations Using Sequence-to-Sequence Autoencoder Interspeech 2016 Augmentable Gamma Belief Networks JMLR 2016 Automatic Construction of Nonparametric Relational Regression Models for Multiple Time Series ICML 2016 Automatic Extraction of Learner Errors in ESL Sentences Using Linguistically Enhanced Alignments COLING 2016 Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization Interspeech 2016 Automatic Labelling of Topics with Neural Embeddings COLING 2016 A Voice Conversion Mapping Function Based on a Stacked Joint-Autoencoder Interspeech 2016 Back to the Future: Radial Basis Function Networks Revisited AISTATS 2016 bandicoot: a Python Toolbox for Mobile Phone Metadata JMLR 2016 Basis Learning as an Algorithmic Primitive COLT 2016 Bayesian group factor analysis with structured sparsity JMLR 2016 Bayesian Nonparametric Kernel-Learning AISTATS 2016 Bayesian optimization for automated model selection NeurIPS 2016 Bethe Learning of Graphical Models via MAP Decoding AISTATS 2016 Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016 Blockout: Dynamic Model Selection for Hierarchical Deep Networks CVPR 2016 Boolean Matrix Factorization and Noisy Completion via Message Passing ICML 2016 Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016 Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016 Brains on Beats NeurIPS 2016 ‘Calling on the classical phone’: a distributional model of adjective-noun errors in learners’ English COLING 2016 Camera Calibration From Dynamic Silhouettes Using Motion Barcodes CVPR 2016