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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)

Parametric Task Learning NeurIPS 2013 Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013 Pass-efficient unsupervised feature selection NeurIPS 2013 PDM-ENLOR: Learning Ensemble of Local PDM-Based Regressions CVPR 2013 Pedestrian Parsing via Deep Decompositional Network ICCV 2013 Perfect Associative Learning with Spike-Timing-Dependent Plasticity NeurIPS 2013 Person Re-identification by Salience Matching ICCV 2013 Perspective Motion Segmentation via Collaborative Clustering ICCV 2013 Pixel-Level Hand Detection in Ego-centric Videos CVPR 2013 PLAL: Cluster-based active learning COLT 2013 Polar Operators for Structured Sparse Estimation NeurIPS 2013 Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification ACML 2013 POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation CVPR 2013 POP: Person Re-identification Post-rank Optimisation ICCV 2013 Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model ICCV 2013 Poselet Conditioned Pictorial Structures CVPR 2013 Poselet Key-Framing: A Model for Human Activity Recognition CVPR 2013 Precision-recall space to correct external indices for biclustering ICML 2013 Predictable Dual-View Hashing ICML 2013 Predicting an Object Location Using a Global Image Representation ICCV 2013 Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013 Principal Component Analysis on non-Gaussian Dependent Data ICML 2013 Probabilistic Elastic Matching for Pose Variant Face Verification CVPR 2013 Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013 Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NeurIPS 2013