Representation Learning

Disease Trajectory Maps NeurIPS 2016 Disentangling factors of variation in deep representation using adversarial training NeurIPS 2016 Distributed Flexible Nonlinear Tensor Factorization NeurIPS 2016 Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016 Diversity-Promoting Bayesian Learning of Latent Variable Models ICML 2016 DNN Online with iVectors Acoustic Modeling and Doc2Vec Distributed Representations for Improving Automated Speech Scoring Interspeech 2016 Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras CVPR 2016 Domain Separation Networks NeurIPS 2016 Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning ICML 2016 Dual Space Gradient Descent for Online Learning NeurIPS 2016 Dynamic Filter Networks NeurIPS 2016 Dynamic matrix recovery from incomplete observations under an exact low-rank constraint NeurIPS 2016 Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis NeurIPS 2016 Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016 Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis NeurIPS 2016 Electronic Health Record Analysis via Deep Poisson Factor Models JMLR 2016 Emergence of Vocal Developmental Sequences in a Predictive Coding Model of Speech Acquisition Interspeech 2016 End-to-End Kernel Learning with Supervised Convolutional Kernel Networks NeurIPS 2016 English-Chinese Knowledge Base Translation with Neural Network COLING 2016 Enhance the Word Vector with Prosodic Information for the Recurrent Neural Network Based TTS System Interspeech 2016 Entropy Based Pruning for Non-Negative Matrix Based Language Models with Contextual Features Interspeech 2016 Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016 Equivalence of Graphical Lasso and Thresholding for Sparse Graphs JMLR 2016 Estimating Correspondences of Deformable Objects "In-The-Wild" CVPR 2016