Representation Learning

Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation ICCV 2013 MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification CVPR 2013 Modeling Musical Influence with Topic Models ICML 2013 Modelling Sparse Dynamical Systems with Compressed Predictive State Representations ICML 2013 Multi-attributed Dictionary Learning for Sparse Coding ICCV 2013 Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013 Multilinear Dynamical Systems for Tensor Time Series NeurIPS 2013 Multilinear Multitask Learning ICML 2013 Multipath Sparse Coding Using Hierarchical Matching Pursuit CVPR 2013 Multiscale Dictionary Learning for Estimating Conditional Distributions NeurIPS 2013 Multisensory Encoding, Decoding, and Identification NeurIPS 2013 Multi-Stage Multi-Task Feature Learning JMLR 2013 Natural Image Bases to Represent Neuroimaging Data ICML 2013 Near-Optimal Entrywise Sampling for Data Matrices NeurIPS 2013 Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling ICML 2013 Neural representation of action sequences: how far can a simple snippet-matching model take us? NeurIPS 2013 Non-Linear Stationary Subspace Analysis with Application to Video Classification ICML 2013 Nonparametric Multi-group Membership Model for Dynamic Networks NeurIPS 2013 Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013 On Algorithms for Sparse Multi-factor NMF NeurIPS 2013 On A Nonlinear Generalization of Sparse Coding and Dictionary Learning ICML 2013 On autoencoder scoring ICML 2013 On Compact Codes for Spatially Pooled Features ICML 2013 One-shot learning and big data with n=2 NeurIPS 2013 One-shot learning by inverting a compositional causal process NeurIPS 2013