← Core Methods
Machine Learning › Core Methods ›

Feature Learning

817 directly classified papers

Papers per year

Papers

Dictionary Learning from Ambiguously Labeled Data CVPR 2013
ACTIVE: Activity Concept Transitions in Video Event Classification ICCV 2013
SIFTpack: A Compact Representation for Efficient SIFT Matching ICCV 2013
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding ICCV 2013
Low-Rank Sparse Coding for Image Classification ICCV 2013
New Graph Structured Sparsity Model for Multi-label Image Annotations ICCV 2013
Stable Hyper-pooling and Query Expansion for Event Detection ICCV 2013
Accurate Blur Models vs. Image Priors in Single Image Super-resolution ICCV 2013
Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology ICCV 2013
Shufflets: Shared Mid-level Parts for Fast Object Detection ICCV 2013
Deformable Part Descriptors for Fine-Grained Recognition and Attribute Prediction ICCV 2013
A Scalable Unsupervised Feature Merging Approach to Efficient Dimensionality Reduction of High-Dimensional Visual Data ICCV 2013
Group Sparsity and Geometry Constrained Dictionary Learning for Action Recognition from Depth Maps ICCV 2013
Combining the Right Features for Complex Event Recognition ICCV 2013
On One-Shot Similarity Kernels: Explicit Feature Maps and Properties ICCV 2013
Anchored Neighborhood Regression for Fast Example-Based Super-Resolution ICCV 2013
Online Robust Non-negative Dictionary Learning for Visual Tracking ICCV 2013
Feature Weighting via Optimal Thresholding for Video Analysis ICCV 2013
Multipath Sparse Coding Using Hierarchical Matching Pursuit CVPR 2013
Block and Group Regularized Sparse Modeling for Dictionary Learning CVPR 2013
Exploring Implicit Image Statistics for Visual Representativeness Modeling CVPR 2013
BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification CVPR 2013
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine CVPR 2013
Histograms of Sparse Codes for Object Detection CVPR 2013
Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context CVPR 2013