Representation Learning

Improving Generalisation to New Speakers in Spoken Dialogue State Tracking Interspeech 2016 Incrementally Learning a Dependency Parser to Support Language Documentation in Field Linguistics COLING 2016 In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016 Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016 Inferring Discourse Relations from PDTB-style Discourse Labels for Argumentative Revision Classification COLING 2016 Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques Interspeech 2016 InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets NeurIPS 2016 Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016 Interactive Attention for Neural Machine Translation COLING 2016 InterActive: Inter-Layer Activeness Propagation CVPR 2016 Interpretable Distribution Features with Maximum Testing Power NeurIPS 2016 Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NeurIPS 2016 Inter-Task System Fusion for Speaker Recognition Interspeech 2016 Joint Learning of Local and Global Features for Entity Linking via Neural Networks COLING 2016 Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification CVPR 2016 Joint Learning of Speaker and Phonetic Similarities with Siamese Networks Interspeech 2016 Jointly Informative Feature Selection Made Tractable by Gaussian Modeling JMLR 2016 Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation Interspeech 2016 Joint Speaker and Lexical Modeling for Short-Term Characterization of Speaker Interspeech 2016 Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding Interspeech 2016 Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016 Kernel Approximation via Empirical Orthogonal Decomposition for Unsupervised Feature Learning CVPR 2016 Kernel Mean Shrinkage Estimators JMLR 2016 Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NeurIPS 2016 Keyphrase Annotation with Graph Co-Ranking COLING 2016