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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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'25

Papers (including subtopics)

Situational Object Boundary Detection CVPR 2015 Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks CVPR 2015 Skip-Thought Vectors NeurIPS 2015 Small-Variance Nonparametric Clustering on the Hypersphere CVPR 2015 SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations JMLR 2015 Social Saliency Prediction CVPR 2015 SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015 Solving Multiple Square Jigsaw Puzzles With Missing Pieces CVPR 2015 SOM: Semantic Obviousness Metric for Image Quality Assessment CVPR 2015 Space-Time Local Embeddings NeurIPS 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Sparse Composite Quantization CVPR 2015 Sparse Local Embeddings for Extreme Multi-label Classification NeurIPS 2015 Sparse PCA via Bipartite Matchings NeurIPS 2015 Sparse Projections for High-Dimensional Binary Codes CVPR 2015 Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015 Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015 Sparse Submodular Probabilistic PCA AISTATS 2015 Sparse Subspace Clustering with Missing Entries ICML 2015 Sparse Variational Inference for Generalized GP Models ICML 2015 Spatial Semantic Regularisation for Large Scale Object Detection ICCV 2015 Spectral Clustering via the Power Method - Provably ICML 2015 Spectral Learning of Large Structured HMMs for Comparative Epigenomics NeurIPS 2015 Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons ICML 2015 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015