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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

On the Adaptation of Unlimiformer for Decoder-Only Transformers COLING 2024
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NIPS 2024
Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need? JMLR 2024
Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation ACL 2024
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors NIPS 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs CVPR 2024
UzABSA: Aspect-Based Sentiment Analysis for the Uzbek Language COLING 2024
Unsupervised Domain Adaptation for Speech Emotion Recognition using K-Nearest Neighbors Voice Conversion INTERSPEECH 2024
Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy NIPS 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Improving the Robustness of Point Convolution on K-Nearest Neighbor Neighborhoods With a Viewpoint-Invariant Coordinate Transform WACV 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023
Local Connectivity-Based Density Estimation for Face Clustering CVPR 2023
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023
Multilingual k-Nearest-Neighbor Machine Translation EMNLP 2023
Hierarchical Prior Mining for Non-local Multi-View Stereo ICCV 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023
A Closer Look at k-Nearest Neighbors Grammatical Error Correction ACL 2023
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023
Improved Bound on Generalization Error of Compressed KNN Estimator AISTATS 2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition INTERSPEECH 2023
Retrosynthesis Prediction with Local Template Retrieval AAAI 2023
Starting From Non-Parametric Networks for 3D Point Cloud Analysis CVPR 2023
Training-Time Attacks against K-nearest Neighbors AAAI 2023