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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)

Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015 Unsupervised Visual Representation Learning by Context Prediction ICCV 2015 Variable Selection is Hard COLT 2015 Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015 Vector-Space Markov Random Fields via Exponential Families ICML 2015 Video Co-Summarization: Video Summarization by Visual Co-Occurrence CVPR 2015 Video Event Recognition With Deep Hierarchical Context Model CVPR 2015 Video Summarization by Learning Submodular Mixtures of Objectives CVPR 2015 Video Super-Resolution via Deep Draft-Ensemble Learning ICCV 2015 Visalogy: Answering Visual Analogy Questions NeurIPS 2015 Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions ICCV 2015 Web-Scale Image Clustering Revisited ICCV 2015 Web Scale Photo Hash Clustering on A Single Machine CVPR 2015 Web-Scale Training for Face Identification CVPR 2015 Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NeurIPS 2015 When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity JMLR 2015 Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV 2015 Winner-Take-All Autoencoders NeurIPS 2015 Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015 Zero-Shot Learning via Semantic Similarity Embedding ICCV 2015 Zero-Shot Object Recognition by Semantic Manifold Distance CVPR 2015 3D Shape and Indirect Appearance by Structured Light Transport CVPR 2014 6 Seconds of Sound and Vision: Creativity in Micro-Videos CVPR 2014 A Bayesian Framework for Online Classifier Ensemble ICML 2014 A Block-Coordinate Descent Approach for Large-scale Sparse Inverse Covariance Estimation NeurIPS 2014