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)

Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters CVPR 2014 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014 Deep Recursive Neural Networks for Compositionality in Language NeurIPS 2014 Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure Prediction ICML 2014 Deep Symmetry Networks NeurIPS 2014 Deformable Object Matching via Deformation Decomposition based 2D Label MRF CVPR 2014 Demystifying Information-Theoretic Clustering ICML 2014 Dense Non-Rigid Shape Correspondence using Random Forests CVPR 2014 Densifying One Permutation Hashing via Rotation for Fast Near Neighbor Search ICML 2014 Density-preserving quantization with application to graph downsampling COLT 2014 Dependent nonparametric trees for dynamic hierarchical clustering NeurIPS 2014 Depth Enhancement via Low-rank Matrix Completion CVPR 2014 Describing Textures in the Wild CVPR 2014 Design Principles of the Hippocampal Cognitive Map NeurIPS 2014 Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014 Detecting Objects using Deformation Dictionaries CVPR 2014 Deterministic Symmetric Positive Semidefinite Matrix Completion NeurIPS 2014 DFacTo: Distributed Factorization of Tensors NeurIPS 2014 Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014 Dimensionality Reduction with Subspace Structure Preservation NeurIPS 2014 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014 Dirichlet-based Histogram Feature Transform for Image Classification CVPR 2014 DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting CVPR 2014 Discovering Structure in High-Dimensional Data Through Correlation Explanation NeurIPS 2014 Discrete Chebyshev Classifiers ICML 2014