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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)

Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015 Evaluating the statistical significance of biclusters NeurIPS 2015 Evaluation of Output Embeddings for Fine-Grained Image Classification CVPR 2015 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Expectation Particle Belief Propagation NeurIPS 2015 Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015 External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015 Face Alignment Using Cascade Gaussian Process Regression Trees CVPR 2015 FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015 Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015 FAemb: A Function Approximation-Based Embedding Method for Image Retrieval CVPR 2015 Falling Rule Lists AISTATS 2015 FaLRR: A Fast Low Rank Representation Solver CVPR 2015 Fast and Accurate Head Pose Estimation via Random Projection Forests ICCV 2015 Fast and Accurate Image Upscaling With Super-Resolution Forests CVPR 2015 Fast and Accurate Inference of Plackett–Luce Models NeurIPS 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Fast Distributed k-Center Clustering with Outliers on Massive Data NeurIPS 2015 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 FASText: Efficient Unconstrained Scene Text Detector ICCV 2015 Fast Function to Function Regression AISTATS 2015