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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

Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) AAAI 2022
Drop the GAN: In Defense of Patches Nearest Neighbors As Single Image Generative Models CVPR 2022
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? AISTATS 2022
Noun Class Disambiguation in Runyankore and Related Languages COLING 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation EMNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
Consistent Non-Parametric Methods for Maximizing Robustness NIPS 2021
Margin-Independent Online Multiclass Learning via Convex Geometry NIPS 2021
Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces JMLR 2021
Nearest Neighbor Matching for Deep Clustering CVPR 2021
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator AISTATS 2021
Non-parametric Quantile Regression via the K-NN Fused Lasso JMLR 2021
Data-to-text Generation by Splicing Together Nearest Neighbors EMNLP 2021
Fast Rates for Structured Prediction COLT 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation AAAI 2021
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora NAACL 2021
Class-Wise Metric Scaling for Improved Few-Shot Classification WACV 2021
Instance-Conditioned GAN NIPS 2021
Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021
Adaptive Nearest Neighbor Machine Translation ACL 2021
Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021