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Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

All About VLAD CVPR 2013
Graph-Based Discriminative Learning for Location Recognition CVPR 2013
Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013
Classification of Tumor Histology via Morphometric Context CVPR 2013
Boosting Binary Keypoint Descriptors CVPR 2013
HDR Deghosting: How to Deal with Saturation? CVPR 2013
Transfer Sparse Coding for Robust Image Representation CVPR 2013
Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation CVPR 2013
In Defense of Sparsity Based Face Recognition CVPR 2013
Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013
Inductive Hashing on Manifolds CVPR 2013
Robust Feature Matching with Alternate Hough and Inverted Hough Transforms CVPR 2013
Discriminative Color Descriptors CVPR 2013
Constrained Clustering and Its Application to Face Clustering in Videos CVPR 2013
Subcategory-Aware Object Classification CVPR 2013
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification CVPR 2013
Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013
Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior CVPR 2013
A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013
PDM-ENLOR: Learning Ensemble of Local PDM-Based Regressions CVPR 2013
Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013
BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification CVPR 2013
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer CVPR 2013
GeoF: Geodesic Forests for Learning Coupled Predictors CVPR 2013