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)

Matching Bags of Regions in RGBD images CVPR 2015 MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching CVPR 2015 Material Recognition from Heat Transfer given Varying Initial Conditions and Short-Duration Contact RSS 2015 Material Recognition in the Wild With the Materials in Context Database CVPR 2015 Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Matrix Completion for Resolving Label Ambiguity CVPR 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Maximally Informative Hierarchical Representations of High-Dimensional Data AISTATS 2015 Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing Parameter Sets NeurIPS 2015 Maximum Margin Partial Label Learning ACML 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 Max-Margin Deep Generative Models NeurIPS 2015 Max-Margin Majority Voting for Learning from Crowds NeurIPS 2015 Max-Margin Zero-Shot Learning for Multi-class Classification AISTATS 2015 Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity COLT 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond NeurIPS 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015 Message Passing for Collective Graphical Models ICML 2015 Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015 Metric recovery from directed unweighted graphs AISTATS 2015 Mid-Level Deep Pattern Mining CVPR 2015 Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015