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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

Interpreting Neural Networks with Nearest Neighbors EMNLP 2018
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018
Nonparametrically Trained Probabilistic Linear Discriminant Analysis for i-Vector Speaker Verification INTERSPEECH 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
Self-Adjusting Memory: How to Deal with Diverse Drift Types IJCAI 2017
3D Human Pose Estimation = 2D Pose Estimation + Matching CVPR 2017
Model-Powered Conditional Independence Test NIPS 2017
Exemplar-centered Supervised Shallow Parametric Data Embedding IJCAI 2017
Forest-type Regression with General Losses and Robust Forest ICML 2017
Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality JMLR 2017
Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions NIPS 2017
Unsupervised Transformation Learning via Convex Relaxations NIPS 2017
PatchBatch: A Batch Augmented Loss for Optical Flow CVPR 2016
Learning Deep Representation for Imbalanced Classification CVPR 2016
Direct Expressive Voice Training Based on Semantic Selection INTERSPEECH 2016
k*-Nearest Neighbors: From Global to Local NIPS 2016
Active Nearest-Neighbor Learning in Metric Spaces NIPS 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NIPS 2016
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features CVPR 2016
Faster cover trees ICML 2015
Active Nearest Neighbors in Changing Environments ICML 2015
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015
Exemplar SVMs as Visual Feature Encoders CVPR 2015
Associative Memory via a Sparse Recovery Model NIPS 2015
Real-Time 3D Head Pose and Facial Landmark Estimation From Depth Images Using Triangular Surface Patch Features CVPR 2015