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similarity learning

124 papers

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metric learning (1189) representation learning (6174) embedding learning (609) image retrieval (599) feature embedding (312) unsupervised learning (3255) convolutional neural network (4216) contrastive learning (3979) person re-identification (554) deep metric learning (123)

Papers

Learnt Quasi-Transitive Similarity for Retrieval From Large Collections of Faces CVPR 2016
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR 2016
Metric Learning as Convex Combinations of Local Models With Generalization Guarantees CVPR 2016
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016
Learning Deep Embeddings with Histogram Loss NIPS 2016
Learning to Compare Image Patches via Convolutional Neural Networks CVPR 2015
Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis ICCV 2015
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning CVPR 2015
Similarity Learning for High-Dimensional Sparse Data AISTATS 2015
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification CVPR 2015
Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV 2015
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NIPS 2014
Quantized Kernel Learning for Feature Matching NIPS 2014
Similarity Component Analysis NIPS 2013
Quadruplet-Wise Image Similarity Learning ICCV 2013
Riemannian Similarity Learning ICML 2013
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011
Similarity-based Learning via Data Driven Embeddings NIPS 2011
Large Margin Multi-Task Metric Learning NIPS 2010
Online Learning in The Manifold of Low-Rank Matrices NIPS 2010
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
Learning Similarity with Operator-valued Large-margin Classifiers JMLR 2008
Similarity by Composition NIPS 2006