Skip to content
conftrace_

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
'5
'10
'15
'20
'25

Papers (including subtopics)

Hierarchical Regularization Cascade for Joint Learning ICML 2013 Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013 Hierarchical Video Representation with Trajectory Binary Partition Tree CVPR 2013 High-Dimensional Gaussian Process Bandits NeurIPS 2013 High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers AISTATS 2013 Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation NeurIPS 2013 Histograms of Sparse Codes for Object Detection CVPR 2013 HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences CVPR 2013 How Do You Tell a Blackbird from a Crow? ICCV 2013 How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013 Human Boosting ICML 2013 Human Pose Estimation Using a Joint Pixel-wise and Part-wise Formulation CVPR 2013 Human Pose Estimation Using Body Parts Dependent Joint Regressors CVPR 2013 Human Re-identification by Matching Compositional Template with Cluster Sampling ICCV 2013 Illumination Estimation Based on Bilayer Sparse Coding CVPR 2013 Image Co-segmentation via Consistent Functional Maps ICCV 2013 Image Set Classification Using Holistic Multiple Order Statistics Features and Localized Multi-kernel Metric Learning ICCV 2013 Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013 Implied Feedback: Learning Nuances of User Behavior in Image Search ICCV 2013 Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces CVPR 2013 Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013 Improving Image Matting Using Comprehensive Sampling Sets CVPR 2013 Improving Predictive Specificity of Description Logic Learners by Fortification ACML 2013 Incorporating Cloud Distribution in Sky Representation ICCV 2013 Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection CVPR 2013