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Representation Learning

18863 directly classified papers

Papers per year

Papers

A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting ICCV 2013
Training Deformable Part Models with Decorrelated Features ICCV 2013
HDR Deghosting: How to Deal with Saturation? CVPR 2013
Finding Things: Image Parsing with Regions and Per-Exemplar Detectors CVPR 2013
Implied Feedback: Learning Nuances of User Behavior in Image Search ICCV 2013
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid CVPR 2013
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person ICCV 2013
Learning View-Invariant Sparse Representations for Cross-View Action Recognition ICCV 2013
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013
Convex Collective Matrix Factorization AISTATS 2013
MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces CVPR 2013
Uncalibrated Photometric Stereo for Unknown Isotropic Reflectances CVPR 2013
Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition ICCV 2013
Multi-attributed Dictionary Learning for Sparse Coding ICCV 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series AISTATS 2013
Gated Autoencoders with Tied Input Weights ICML 2013
What Makes a Patch Distinct? CVPR 2013
Joint Sparsity-Based Representation and Analysis of Unconstrained Activities CVPR 2013
Discriminatively Activated Sparselets ICML 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013
Domain Generalization via Invariant Feature Representation ICML 2013
Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 2013
Learning Discriminative Illumination and Filters for Raw Material Classification with Optimal Projections of Bidirectional Texture Functions CVPR 2013