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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)

Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition CVPR 2015 Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs ICCV 2015 Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015 Beyond Mahalanobis Metric: Cayley-Klein Metric Learning CVPR 2015 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NeurIPS 2015 BilBOWA: Fast Bilingual Distributed Representations without Word Alignments ICML 2015 Bilinear CNN Models for Fine-Grained Visual Recognition ICCV 2015 Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015 Binary Embedding: Fundamental Limits and Fast Algorithm ICML 2015 BOLD - Binary Online Learned Descriptor For Efficient Image Matching CVPR 2015 Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions ICML 2015 Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015 Building Dynamic Cloud Maps From the Ground Up ICCV 2015 Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery JMLR 2015 Calibrated Structured Prediction NeurIPS 2015 Cascaded Hand Pose Regression CVPR 2015 CEKA: A Tool for Mining the Wisdom of Crowds JMLR 2015 Classification with Low Rank and Missing Data ICML 2015 Classifier Adaptation at Prediction Time CVPR 2015 Classifier Based Graph Construction for Video Segmentation CVPR 2015 Classifier Learning With Hidden Information CVPR 2015 Closed-form Estimators for High-dimensional Generalized Linear Models NeurIPS 2015 Cluster-Based Point Set Saliency ICCV 2015 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015