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)

Grassmann Averages for Scalable Robust PCA CVPR 2014 Greedy Subspace Clustering NeurIPS 2014 Ground Metric Learning JMLR 2014 Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction NeurIPS 2014 Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting ICML 2014 Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models NeurIPS 2014 Hard-Margin Active Linear Regression ICML 2014 Hardness of parameter estimation in graphical models NeurIPS 2014 Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014 Head Pose Estimation Based on Multivariate Label Distribution CVPR 2014 Heavy-tailed regression with a generalized median-of-means ICML 2014 Hierarchical Feature Hashing for Fast Dimensionality Reduction CVPR 2014 Hierarchical Quasi-Clustering Methods for Asymmetric Networks ICML 2014 Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014 High-Dimensional Density Ratio Estimation with Extensions to Approximate Likelihood Computation AISTATS 2014 Histograms of Pattern Sets for Image Classification and Object Recognition CVPR 2014 How transferable are features in deep neural networks? NeurIPS 2014 Human Action Recognition Based on Context-Dependent Graph Kernels CVPR 2014 Human Body Shape Estimation Using a Multi-Resolution Manifold Forest CVPR 2014 Hybrid Discriminative-Generative Approach with Gaussian Processes AISTATS 2014 Immediate, Scalable Object Category Detection CVPR 2014 Improved Distributed Principal Component Analysis NeurIPS 2014 Improved Multimodal Deep Learning with Variation of Information NeurIPS 2014 Improving Markov Network Structure Learning Using Decision Trees JMLR 2014 Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014