Representation Learning

Dictionary Learning from Ambiguously Labeled Data CVPR 2013 Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013 Discriminative Color Descriptors CVPR 2013 Discriminatively Activated Sparselets ICML 2013 Discriminative Re-ranking of Diverse Segmentations CVPR 2013 Distance Preserving Embeddings for General n-Dimensional Manifolds JMLR 2013 Divvy: Fast and Intuitive Exploratory Data Analysis JMLR 2013 Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013 Domain Generalization via Invariant Feature Representation ICML 2013 Efficient Computation of Shortest Path-Concavity for 3D Meshes CVPR 2013 Efficient Dimensionality Reduction for Canonical Correlation Analysis ICML 2013 Enriching Texture Analysis with Semantic Data CVPR 2013 Ensemble Projection for Semi-supervised Image Classification ICCV 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Exact Rule Learning via Boolean Compressed Sensing ICML 2013 Excess risk bounds for multitask learning with trace norm regularization COLT 2013 Exploring Implicit Image Statistics for Visual Representativeness Modeling CVPR 2013 Factorial Multi-Task Learning : A Bayesian Nonparametric Approach ICML 2013 Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NeurIPS 2013 Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis NeurIPS 2013 Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013 Fast Convolutional Sparse Coding CVPR 2013 Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models ICML 2013 Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013 Finding Things: Image Parsing with Regions and Per-Exemplar Detectors CVPR 2013