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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

Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026
Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025
Hubness Change Point Detection AAAI 2025
Learning conditional distributions on continuous spaces JMLR 2025
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025
On Finding Hubs in High Dimensions with Sampling AAAI 2025
NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025
Risk Controlled Image Retrieval AAAI 2025
Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching ACL 2025
Point-GN: A Non-Parametric Network using Gaussian Positional Encoding for Point Cloud Classification WACV 2025
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
Online Consistency of the Nearest Neighbor Rule NIPS 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024
Generating Diverse Translation with Perturbed kNN-MT EACL 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI 2024
Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need? JMLR 2024
Unveiling the mystery of visual attributes of concrete and abstract concepts: Variability, nearest neighbors, and challenging categories EMNLP 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NIPS 2024
Attribute-Missing Graph Clustering Network AAAI 2024
Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning CVPR 2024