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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)

Semantics-Preserving Hashing for Cross-View Retrieval CVPR 2015 Semantic Video Entity Linking Based on Visual Content and Metadata ICCV 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Semi-Supervised Learning With Explicit Relationship Regularization CVPR 2015 Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015 Semi-Supervised Normalized Cuts for Image Segmentation ICCV 2015 Semi-supervised Sequence Learning NeurIPS 2015 Semi-Supervised Zero-Shot Classification With Label Representation Learning ICCV 2015 Sequence to Sequence - Video to Text ICCV 2015 SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NeurIPS 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data ICCV 2015 Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation JMLR 2015 Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis ICCV 2015 Similarity Learning for High-Dimensional Sparse Data AISTATS 2015 Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification CVPR 2015 Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015 Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV 2015 Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015 Simultaneous Foreground Detection and Classification With Hybrid Features ICCV 2015 Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015 Simultaneous Video Defogging and Stereo Reconstruction CVPR 2015 Single-Image Estimation of the Camera Response Function in Near-Lighting CVPR 2015 Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models CVPR 2015