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Representation Learning

18863 directly classified papers

Papers per year

Papers

Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions AISTATS 2013
A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013
Simple Sparsification Improves Sparse Denoising Autoencoders in Denoising Highly Corrupted Images ICML 2013
Target-Driven Moire Pattern Synthesis by Phase Modulation ICCV 2013
Curvature-Aware Regularization on Riemannian Submanifolds ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition ICCV 2013
Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013
Subcategory-Aware Object Classification CVPR 2013
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution ICCV 2013
Ensemble Projection for Semi-supervised Image Classification ICCV 2013
Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013
Multiscale Dictionary Learning for Estimating Conditional Distributions NIPS 2013
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NIPS 2013
Inferring neural population dynamics from multiple partial recordings of the same neural circuit NIPS 2013
Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification CVPR 2013
Multisensory Encoding, Decoding, and Identification NIPS 2013
Dictionary Learning from Ambiguously Labeled Data CVPR 2013
Sparse Subspace Denoising for Image Manifolds CVPR 2013
Tag Taxonomy Aware Dictionary Learning for Region Tagging CVPR 2013
Bringing Semantics into Focus Using Visual Abstraction CVPR 2013
Efficient Computation of Shortest Path-Concavity for 3D Meshes CVPR 2013
Local Fisher Discriminant Analysis for Pedestrian Re-identification CVPR 2013
Cartesian K-Means CVPR 2013