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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)

Deep Multi-Patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation ICCV 2015 Deep Neural Decision Forests ICCV 2015 Deep Poisson Factor Modeling NeurIPS 2015 DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers ICCV 2015 Deep Roto-Translation Scattering for Object Classification CVPR 2015 Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval CVPR 2015 DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval CVPR 2015 Deep Sparse Representation for Robust Image Registration CVPR 2015 Deep Transfer Metric Learning CVPR 2015 Deep Visual Analogy-Making NeurIPS 2015 Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras CVPR 2015 Dense Optical Flow Prediction From a Static Image ICCV 2015 Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV 2015 Depth From Focus With Your Mobile Phone CVPR 2015 Depth Map Estimation and Colorization of Anaglyph Images Using Local Color Prior and Reverse Intensity Distribution ICCV 2015 Derivative Estimation Based on Difference Sequence via Locally Weighted Least Squares Regression JMLR 2015 Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences ICCV 2015 Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach ACML 2015 Detection and Segmentation of 2D Curved Reflection Symmetric Structures ICCV 2015 Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning CVPR 2015 Deterministic Independent Component Analysis ICML 2015 Differentially private subspace clustering NeurIPS 2015 Differential Recurrent Neural Networks for Action Recognition ICCV 2015 Dimensionality estimation without distances AISTATS 2015 Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015