Embedding Learning

Label-Embedding for Attribute-Based Classification CVPR 2013 Large-Scale Video Hashing via Structure Learning ICCV 2013 Learning Binary Codes for High-Dimensional Data Using Bilinear Projections CVPR 2013 Learning Coupled Feature Spaces for Cross-Modal Matching ICCV 2013 Learning Multi-level Sparse Representations NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Multilinear Dynamical Systems for Tensor Time Series NeurIPS 2013 On A Nonlinear Generalization of Sparse Coding and Dictionary Learning ICML 2013 On Compact Codes for Spatially Pooled Features ICML 2013 Parallel Vector Field Embedding JMLR 2013 Predictable Dual-View Hashing ICML 2013 Riemannian Similarity Learning ICML 2013 Robust Low Rank Kernel Embeddings of Multivariate Distributions NeurIPS 2013 SCaLE: Supervised and Cascaded Laplacian Eigenmaps for Visual Object Recognition Based on Nearest Neighbors CVPR 2013 Semantic-Aware Co-indexing for Image Retrieval ICCV 2013 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013 Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning ICML 2013 Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing JMLR 2013 The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013 The Power of Asymmetry in Binary Hashing NeurIPS 2013 Translating Embeddings for Modeling Multi-relational Data NeurIPS 2013 When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NeurIPS 2013 A latent factor model for highly multi-relational data NeurIPS 2012 Angular Quantization-based Binary Codes for Fast Similarity Search NeurIPS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012