Representation Learning

Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech Interspeech 2016 Sentence Similarity Learning by Lexical Decomposition and Composition COLING 2016 Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016 Sequential Recurrent Neural Networks for Language Modeling Interspeech 2016 Seven Ways to Improve Example-Based Single Image Super Resolution CVPR 2016 Siamese Instance Search for Tracking CVPR 2016 Single Pass PCA of Matrix Products NeurIPS 2016 SketchNet: Sketch Classification With Web Images CVPR 2016 Sliced Wasserstein Kernels for Probability Distributions CVPR 2016 SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement Interspeech 2016 Some Like It Hot - Visual Guidance for Preference Prediction CVPR 2016 Sound Pattern Matching for Automatic Prosodic Event Detection Interspeech 2016 Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016 Sparse Coding for Classification via Discrimination Ensemble CVPR 2016 Sparse Coding for Third-Order Super-Symmetric Tensor Descriptors With Application to Texture Recognition CVPR 2016 Sparse PCA via Covariance Thresholding JMLR 2016 Spectral Learning of Dynamic Systems from Nonequilibrium Data NeurIPS 2016 Spectral Ranking using Seriation JMLR 2016 Speech Enhancement in Multiple-Noise Conditions Using Deep Neural Networks Interspeech 2016 Speech Localisation in a Multitalker Mixture by Humans and Machines Interspeech 2016 Speech Reductions Cause a De-Weighting of Secondary Acoustic Cues Interspeech 2016 Splitting compounds with ngrams COLING 2016 Spoken Language Understanding in a Latent Topic-Based Subspace Interspeech 2016 Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016 Stochastic Neural Networks with Monotonic Activation Functions AISTATS 2016