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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

Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026
HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026
OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams AAAI 2026
REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture EACL 2026
From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026
kNN For Whisper And Its Effect On Bias And Speaker Adaptation NAACL 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification IJCNLP 2025
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification AACL 2025
On Finding Hubs in High Dimensions with Sampling AAAI 2025
Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
Robot Data Curation with Mutual Information Estimators RSS 2025
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation EMNLP 2025
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025
Bagged Regularized k-Distances for Anomaly Detection JMLR 2025
Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing IJCAI 2025
Unsupervised Cellular Anomaly Detection in Toxicological Histopathology MIDL 2025
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR INTERSPEECH 2024
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024
Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators AISTATS 2024
On Retrieval Augmentation and the Limitations of Language Model Training NAACL 2024
Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation ACL 2024
On the Adaptation of Unlimiformer for Decoder-Only Transformers COLING 2024