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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization NeurIPS 2013 Action Recognition by Hierarchical Sequence Summarization CVPR 2013 ACTIVE: Activity Concept Transitions in Video Event Classification ICCV 2013 Active MAP Inference in CRFs for Efficient Semantic Segmentation ICCV 2013 Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013 Activized Learning with Uniform Classification Noise ICML 2013 Adaptive Sparsity in Gaussian Graphical Models ICML 2013 Adaptive Task Assignment for Crowdsourced Classification ICML 2013 Adaptivity to Local Smoothness and Dimension in Kernel Regression NeurIPS 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 A Deep Architecture for Matching Short Texts NeurIPS 2013 A Deep Sum-Product Architecture for Robust Facial Attributes Analysis ICCV 2013 A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NeurIPS 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013 A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013 A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013 A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013 Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications ICCV 2013 A Framework for Evaluating Approximation Methods for Gaussian Process Regression JMLR 2013 A Framework for Shape Analysis via Hilbert Space Embedding ICCV 2013 A Fully-Connected Layered Model of Foreground and Background Flow CVPR 2013 A Fully Hierarchical Approach for Finding Correspondences in Non-rigid Shapes ICCV 2013 A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding ICCV 2013 A Generalized Kernel Approach to Structured Output Learning ICML 2013 A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks ICCV 2013