nearest neighbor

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NeurIPS 2024 Online Consistency of the Nearest Neighbor Rule NeurIPS 2024 Retrieval & Fine-Tuning for In-Context Tabular Models NeurIPS 2024 Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024 TabR: Tabular Deep Learning Meets Nearest Neighbors ICLR 2024 Test-Time Training on Nearest Neighbors for Large Language Models ICLR 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 View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning CVPR 2024 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation ICML 2023 Adaptive Similarity Bootstrapping for Self-Distillation Based Representation Learning ICCV 2023 A Statistical Perspective on Retrieval-Based Models ICML 2023 Federated Nearest Neighbor Machine Translation ICLR 2023 Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning With Hyperspherical Embeddings CVPR 2023 INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL 2023 Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation ACL 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023 kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023 Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023 Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression NeurIPS 2023 Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SemEval 2023 Nearest Neighbor Dirichlet Mixtures JMLR 2023 Nearest Neighbor Guidance for Out-of-Distribution Detection ICCV 2023