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metric learning

1189 papers

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ML

Co-occurring keywords

representation learning (6174) few-shot learning (3390) image retrieval (599) embedding learning (609) person re-identification (554) convolutional neural network (4216) contrastive learning (3979) triplet loss (192) feature embedding (312) feature learning (1309)

Papers

Two-Stage Metric Learning ICML 2014
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence AISTATS 2014
Learning Mid-level Filters for Person Re-identification CVPR 2014
Unifying Spatial and Attribute Selection for Distracter-Resilient Tracking CVPR 2014
Measuring Distance Between Unordered Sets of Different Sizes CVPR 2014
Multimodal Learning in Loosely-organized Web Images CVPR 2014
Fine-Grained Visual Comparisons with Local Learning CVPR 2014
Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition CVPR 2014
The Power of Asymmetry in Binary Hashing NIPS 2013
Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes ICCV 2013
Convex formulations of radius-margin based Support Vector Machines ICML 2013
Robust Structural Metric Learning ICML 2013
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions ICML 2013
Locally Aligned Feature Transforms across Views CVPR 2013
Learning Hash Functions Using Column Generation ICML 2013
Fast Image Tagging ICML 2013
Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning ICML 2013
Predicting an Object Location Using a Global Image Representation ICCV 2013
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers ICCV 2013
Riemannian Similarity Learning ICML 2013
Label-Embedding for Attribute-Based Classification CVPR 2013
Quadruplet-Wise Image Similarity Learning ICCV 2013
Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias ICCV 2013
Fast High Dimensional Vector Multiplication Face Recognition ICCV 2013
Learning to Rank Using Privileged Information ICCV 2013