Representation Learning

Learning the Local Statistics of Optical Flow NeurIPS 2013 Learning the Structure of Sum-Product Networks ICML 2013 Learning Video Saliency from Human Gaze Using Candidate Selection CVPR 2013 Learning View-Invariant Sparse Representations for Cross-View Action Recognition ICCV 2013 Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Least Informative Dimensions NeurIPS 2013 Leveraging Structure from Motion to Learn Discriminative Codebooks for Scalable Landmark Classification CVPR 2013 Lexical and Hierarchical Topic Regression NeurIPS 2013 Linear Sequence Discriminant Analysis: A Model-Based Dimensionality Reduction Method for Vector Sequences ICCV 2013 Local Fisher Discriminant Analysis for Pedestrian Re-identification CVPR 2013 Local Low-Rank Matrix Approximation ICML 2013 Log-Euclidean Kernels for Sparse Representation and Dictionary Learning ICCV 2013 Low-rank matrix reconstruction and clustering via approximate message passing NeurIPS 2013 Low-Rank Sparse Coding for Image Classification ICCV 2013 Manifold-based Similarity Adaptation for Label Propagation NeurIPS 2013 Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013 Matrix factorization with binary components NeurIPS 2013 Maximum Mean Discrepancy Imitation Learning RSS 2013 Maximum Variance Correction with Application to A* Search ICML 2013 Max-Margin Multiple-Instance Dictionary Learning ICML 2013 Memory Limited, Streaming PCA NeurIPS 2013 Message Passing Inference with Chemical Reaction Networks NeurIPS 2013 Mid-level Visual Element Discovery as Discriminative Mode Seeking NeurIPS 2013 MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013