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k-nearest neighbor

152 papers

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Also known as

KNN K-NN

Co-occurring keywords

nearest neighbor (218) metric learning (1190) nearest neighbor search (186) neural machine translation (2310) domain adaptation (4595) few-shot learning (3398) unsupervised learning (3264) anomaly detection (747) non-parametric method (49) neural network (6616)

Papers

EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
Geometric Order Learning for Rank Estimation NIPS 2022
Non-parametric Online Learning from Human Feedback for Neural Machine Translation AAAI 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022
KNN Local Attention for Image Restoration CVPR 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s NIPS 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
Optimal Binary Classification Beyond Accuracy NIPS 2022
Distributionally robust weighted k-nearest neighbors NIPS 2022
Non-parametric Inference Adaptive to Intrinsic Dimension CLEAR 2022
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. ACL 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP 2021
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams NIPS 2021
ARCH: Efficient Adversarial Regularized Training with Caching EMNLP 2021
Efficient Classification with Adaptive KNN AAAI 2021
State Entropy Maximization with Random Encoders for Efficient Exploration ICML 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021
TopGuNN: Fast NLP Training Data Augmentation using Large Corpora NAACL 2021
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021
k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks IJCAI 2021
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SEMEVAL 2021
Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate NIPS 2020
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA EMNLP 2020
Justification-Based Reliability in Machine Learning AAAI 2020