conftrace_

nearest neighbor

218 papers

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Also known as

NN

Co-occurring keywords

k-nearest neighbor (152) metric learning (1190) nearest neighbor search (186) few-shot learning (3398) contrastive learning (4032) neural network (6616) image retrieval (600) representation learning (6206) metric space (87) kernel methods (1097)

Papers

A metric learning perspective of SVM: on the relation of LMNN and SVM AISTATS 2012
Local Anomaly Detection AISTATS 2012
Exploiting spatial overlap to efficiently compute appearance distances between image windows NIPS 2011
Efficient anomaly detection using bipartite k-NN graphs NIPS 2011
Large Margin Multi-Task Metric Learning NIPS 2010
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data JMLR 2010
Single versus Multiple Sorting in All Pairs Similarity Search ACML 2010
Locally Linear Denoising on Image Manifolds AISTATS 2010
Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition NIPS 2009
Linear-time Algorithms for Pairwise Statistical Problems NIPS 2009
Similarity-based Classification: Concepts and Algorithms JMLR 2009
Breaking Audio CAPTCHAs NIPS 2008
Nearest-Neighbor-Based Active Learning for Rare Category Detection NIPS 2007
Image Retrieval and Classification Using Local Distance Functions NIPS 2006
Geometric entropy minimization (GEM) for anomaly detection and localization NIPS 2006
Distance-Based Classification with Lipschitz Functions JMLR 2004
On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines JMLR 2003
A Generalized Kernel Approach to Dissimilarity-based Classification JMLR 2001