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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

Starting From Non-Parametric Networks for 3D Point Cloud Analysis CVPR 2023
Training-Time Attacks against K-nearest Neighbors AAAI 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification EMNLP 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023
Voice Conversion With Just Nearest Neighbors INTERSPEECH 2023
sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract) IJCAI 2022
Geometric Order Learning for Rank Estimation NIPS 2022
Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022
Unsupervised Word Segmentation using K Nearest Neighbors INTERSPEECH 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s NIPS 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022
Textomics: A Dataset for Genomics Data Summary Generation ACL 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
KNN Local Attention for Image Restoration CVPR 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
Personalized Federated Learning through Local Memorization ICML 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
A Fast Partial Video Copy Detection Using KNN and Global Feature Database WACV 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022
Instance Selection: A Bayesian Decision Theory Perspective AAAI 2022
Multi-class classification in nonparametric active learning AISTATS 2022