Representation Learning

Aggregating Image and Text Quantized Correlated Components CVPR 2016 A Kernelized Stein Discrepancy for Goodness-of-fit Tests ICML 2016 A Locally Adaptive Normal Distribution NeurIPS 2016 A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection CVPR 2016 Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 An Articulatory-Based Singing Voice Synthesis Using Tongue and Lips Imaging Interspeech 2016 Anchored Speech Detection Interspeech 2016 An Empirical-Bayes Score for Discrete Bayesian Networks PGM 2016 A Neural Autoregressive Approach to Collaborative Filtering ICML 2016 A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 An Improved Gap-Dependency Analysis of the Noisy Power Method COLT 2016 An Investigation on the Use of i-Vectors for Robust ASR Interspeech 2016 An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement Interspeech 2016 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 An Online Sequence-to-Sequence Model Using Partial Conditioning NeurIPS 2016 A Note on the Sample Complexity of the Er-SpUD Algorithm by Spielman, Wang and Wright for Exact Recovery of Sparsely Used Dictionaries JMLR 2016 A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016 A Pseudo-Bayesian Algorithm for Robust PCA NeurIPS 2016 A Real-Time Framework for Visual Feedback of Articulatory Data Using Statistical Shape Models Interspeech 2016 A Robust Multilinear Model Learning Framework for 3D Faces CVPR 2016 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions Interspeech 2016 A Subspace Learning Approach for High Dimensional Matrix Decomposition with Efficient Column/Row Sampling ICML 2016