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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)

Uncalibrated Photometric Stereo for Unknown Isotropic Reflectances CVPR 2013 Unconfused Ultraconservative Multiclass Algorithms ACML 2013 Uncover Topic-Sensitive Information Diffusion Networks AISTATS 2013 Understanding variable importances in forests of randomized trees NeurIPS 2013 Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013 Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013 Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013 Unsupervised Link Selection in Networks AISTATS 2013 Unsupervised Spectral Learning of Finite State Transducers NeurIPS 2013 Unsupervised Structure Learning of Stochastic And-Or Grammars NeurIPS 2013 Using multiple samples to learn mixture models NeurIPS 2013 Vanishing Component Analysis ICML 2013 Vantage Feature Frames for Fine-Grained Categorization CVPR 2013 Variance Reduction for Stochastic Gradient Optimization NeurIPS 2013 Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression NeurIPS 2013 Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction CVPR 2013 Video Synopsis by Heterogeneous Multi-source Correlation ICCV 2013 Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NeurIPS 2013 Visual Semantic Complex Network for Web Images ICCV 2013 Voxel Cloud Connectivity Segmentation - Supervoxels for Point Clouds CVPR 2013 Wavelets on Graphs via Deep Learning NeurIPS 2013 Weakly-Supervised Dual Clustering for Image Semantic Segmentation CVPR 2013 What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach NeurIPS 2013 What Do You Do? Occupation Recognition in a Photo via Social Context ICCV 2013 What Makes a Patch Distinct? CVPR 2013