Representation Learning

Fine-Grained Categorization by Alignments ICCV 2013 Forecastable Component Analysis ICML 2013 From Local Similarity to Global Coding: An Application to Image Classification CVPR 2013 Gated Autoencoders with Tied Input Weights ICML 2013 Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013 Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013 Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013 Handwritten Word Spotting with Corrected Attributes ICCV 2013 Harvesting Mid-level Visual Concepts from Large-Scale Internet Images CVPR 2013 HDR Deghosting: How to Deal with Saturation? CVPR 2013 Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition ICCV 2013 Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream NeurIPS 2013 Histograms of Sparse Codes for Object Detection CVPR 2013 How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013 Illumination Estimation Based on Bilayer Sparse Coding CVPR 2013 Image Co-segmentation via Consistent Functional Maps ICCV 2013 Implied Feedback: Learning Nuances of User Behavior in Image Search ICCV 2013 Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces CVPR 2013 Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013 In Defense of Sparsity Based Face Recognition CVPR 2013 Inferring neural population dynamics from multiple partial recordings of the same neural circuit NeurIPS 2013 Joint Sparsity-Based Representation and Analysis of Unconstrained Activities CVPR 2013 Keep It Simple And Sparse: Real-Time Action Recognition JMLR 2013 k-Prototype Learning for 3D Rigid Structures NeurIPS 2013 Label-Embedding for Attribute-Based Classification CVPR 2013