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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

Best-Buddies Similarity for Robust Template Matching CVPR 2015
Additive Nearest Neighbor Feature Maps ICCV 2015
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV 2015
A Supervised Low-Rank Method for Learning Invariant Subspaces ICCV 2015
Efficient Learning of Mahalanobis Metrics for Ranking ICML 2014
The sample complexity of agnostic learning under deterministic labels COLT 2014
NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014
Stochastic Neighbor Compression ICML 2014
Near-optimal sample compression for nearest neighbors NIPS 2014
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence AISTATS 2014
Weakly Supervised Multiclass Video Segmentation CVPR 2014
Predicting Useful Neighborhoods for Lazy Local Learning NIPS 2014
Cluster Trees on Manifolds NIPS 2013
Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013
Hierarchical Data-Driven Descent for Efficient Optimal Deformation Estimation ICCV 2013
Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval ICCV 2013
Fast Subspace Search via Grassmannian Based Hashing ICCV 2013
Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context CVPR 2013
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces CVPR 2013
A Latent Source Model for Nonparametric Time Series Classification NIPS 2013
Diffusion Processes for Retrieval Revisited CVPR 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
Parametric Local Metric Learning for Nearest Neighbor Classification NIPS 2012
Local and Global Scaling Reduce Hubs in Space JMLR 2012
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification NIPS 2012