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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)

Super-resolution via Transform-Invariant Group-Sparse Regularization ICCV 2013 Supervised Binary Hash Code Learning with Jensen Shannon Divergence ICCV 2013 Supervised Kernel Descriptors for Visual Recognition CVPR 2013 Supervised Sequential Classification Under Budget Constraints AISTATS 2013 Supervised Sparse Analysis and Synthesis Operators NeurIPS 2013 Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013 SWIGS: A Swift Guided Sampling Method CVPR 2013 SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor ICCV 2013 Synergistic Clustering of Image and Segment Descriptors for Unsupervised Scene Understanding ICCV 2013 Tag Taxonomy Aware Dictionary Learning for Region Tagging CVPR 2013 Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013 Tapkee: An Efficient Dimension Reduction Library JMLR 2013 Target-Driven Moire Pattern Synthesis by Phase Modulation ICCV 2013 Temporally Consistent Superpixels ICCV 2013 Tensor Analyzers ICML 2013 Texture Enhanced Image Denoising via Gradient Histogram Preservation CVPR 2013 Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions AISTATS 2013 The Bigraphical Lasso ICML 2013 The Fast Convergence of Incremental PCA NeurIPS 2013 The Generalized Laplacian Distance and Its Applications for Visual Matching CVPR 2013 The Interestingness of Images ICCV 2013 The lasso, persistence, and cross-validation ICML 2013 The Most Generative Maximum Margin Bayesian Networks ICML 2013 The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013 The Power of Asymmetry in Binary Hashing NeurIPS 2013