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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)

Unsupervised One-Class Learning for Automatic Outlier Removal CVPR 2014 Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context CVPR 2014 Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NeurIPS 2014 Variational Gaussian Process State-Space Models NeurIPS 2014 Video Classification using Semantic Concept Co-occurrences CVPR 2014 Video Event Detection by Inferring Temporal Instance Labels CVPR 2014 Video Motion Segmentation Using New Adaptive Manifold Denoising Model CVPR 2014 Visual Persuasion: Inferring Communicative Intents of Images CVPR 2014 Visual Tracking via Probability Continuous Outlier Model CVPR 2014 Von Mises-Fisher Clustering Models ICML 2014 Wasserstein Propagation for Semi-Supervised Learning ICML 2014 Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014 What Regularized Auto-Encoders Learn from the Data-Generating Distribution JMLR 2014 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 3D-Based Reasoning with Blocks, Support, and Stability CVPR 2013 3D R Transform on Spatio-temporal Interest Points for Action Recognition CVPR 2013 3D Scene Understanding by Voxel-CRF ICCV 2013 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013 Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model CVPR 2013 Accurate Blur Models vs. Image Priors in Single Image Super-resolution ICCV 2013 A Comparative Framework for Preconditioned Lasso Algorithms NeurIPS 2013 A Convex Optimization Framework for Active Learning ICCV 2013 A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013 Action and Event Recognition with Fisher Vectors on a Compact Feature Set ICCV 2013