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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

Consistent Non-Parametric Methods for Maximizing Robustness NIPS 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation EMNLP 2020
Meta-Neighborhoods NIPS 2020
Neighborhood Growth Determines Geometric Priors for Relational Representation Learning AISTATS 2020
Fast and Bayes-consistent nearest neighbors AISTATS 2020
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects NIPS 2020
Lexical Relation Mining in Neural Word Embeddings COLING 2020
Private-kNN: Practical Differential Privacy for Computer Vision CVPR 2020
Just Go With the Flow: Self-Supervised Scene Flow Estimation CVPR 2020
Adversarial Attack on Deep Product Quantization Network for Image Retrieval AAAI 2020
Robustness for Non-Parametric Classification: A Generic Attack and Defense AISTATS 2020
Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020
When are Non-Parametric Methods Robust? ICML 2020
pyDML: A Python Library for Distance Metric Learning JMLR 2020
Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020
Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors CVPR 2020
Multi-View Anomaly Detection: Neighborhood in Locality Matters AAAI 2019
Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering AAAI 2019
Generalization Error Analysis of Quantized Compressive Learning NIPS 2019
Rates of Convergence for Large-scale Nearest Neighbor Classification NIPS 2019
Subquadratic High-Dimensional Hierarchical Clustering NIPS 2019
SegSort: Segmentation by Discriminative Sorting of Segments ICCV 2019
Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization ICCV 2019