Representation Learning

Can Active Memory Replace Attention? NeurIPS 2016 Characteristic Kernels and Infinitely Divisible Distributions JMLR 2016 Characterization of Audiovisual Dramatic Attitudes Interspeech 2016 CliqueCNN: Deep Unsupervised Exemplar Learning NeurIPS 2016 Coevolutionary Latent Feature Processes for Continuous-Time User-Item Interactions NeurIPS 2016 Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks NeurIPS 2016 Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks Interspeech 2016 Compact Feedforward Sequential Memory Networks for Large Vocabulary Continuous Speech Recognition Interspeech 2016 Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016 Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling Interspeech 2016 Compositional Neural Network Language Models for Agglutinative Languages Interspeech 2016 Compressed Gaussian Process for Manifold Regression JMLR 2016 Conditional Image Generation with PixelCNN Decoders NeurIPS 2016 Context-Sensitive Inference Rule Discovery: A Graph-Based Method COLING 2016 Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data Interspeech 2016 Convex Two-Layer Modeling with Latent Structure NeurIPS 2016 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering NeurIPS 2016 Convolutional Pose Machines CVPR 2016 Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016 Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated NeurIPS 2016 Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016 Cross-Stitch Networks for Multi-Task Learning CVPR 2016 Data driven estimation of Laplace-Beltrami operator NeurIPS 2016 Data-driven learning of symbolic constraints for a log-linear model in a phonological setting COLING 2016 Data Selection by Sequence Summarizing Neural Network in Mismatch Condition Training Interspeech 2016