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Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

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Papers (including subtopics)

Accurate Object Detection with Joint Classification-Regression Random Forests CVPR 2014
Additive Quantization for Extreme Vector Compression CVPR 2014
Product Sparse Coding CVPR 2014
Image Reconstruction from Bag-of-Visual-Words CVPR 2014
Beta Process Multiple Kernel Learning CVPR 2014
Random Laplace Feature Maps for Semigroup Kernels on Histograms CVPR 2014
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014
Transitive Distance Clustering with K-Means Duality CVPR 2014
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
Bregman Divergences for Infinite Dimensional Covariance Matrices CVPR 2014
Optimizing Average Precision using Weakly Supervised Data CVPR 2014
Subspace Clustering for Sequential Data CVPR 2014
Predicting Multiple Attributes via Relative Multi-task Learning CVPR 2014
Learning Inhomogeneous FRAME Models for Object Patterns CVPR 2014
Empirical Minimum Bayes Risk Prediction: How to Extract an Extra Few % Performance from Vision Models with Just Three More Parameters CVPR 2014
Fantope Regularization in Metric Learning CVPR 2014
Kernel-PCA Analysis of Surface Normals for Shape-from-Shading CVPR 2014
Merging SVMs with Linear Discriminant Analysis: A Combined Model CVPR 2014
Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014
Adaptive Color Attributes for Real-Time Visual Tracking CVPR 2014
Multi-Output Learning for Camera Relocalization CVPR 2014
Submodularization for Binary Pairwise Energies CVPR 2014
Maximum Persistency in Energy Minimization CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Scene Labeling Using Beam Search Under Mutex Constraints CVPR 2014