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Papers
Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract)
AAAI 2026
From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics
WACV 2026
HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification
EACL 2026
Near-Exponential Convergence Rates for kNN Classifications based on Boltzmann Margin
UAI 2026
OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams
AAAI 2026
REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture
EACL 2026
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation
EMNLP 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models
AAAI 2025
Bagged Regularized k-Distances for Anomaly Detection
JMLR 2025
Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing
IJCAI 2025
Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR
Interspeech 2025
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking
Interspeech 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
SemEval 2025
kNN For Whisper And Its Effect On Bias And Speaker Adaptation
NAACL 2025
Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization
ICML 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
ACL 2025
Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation
CLeaR 2025
On Finding Hubs in High Dimensions with Sampling
AAAI 2025
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
CVPR 2025
Retrieval of Parallelizable Texts Across Church Slavic Variants
COLING 2025
Robot Data Curation with Mutual Information Estimators
RSS 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor
IJCAI 2025
Scale-Free Graph-Language Models
ICLR 2025
TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes
Interspeech 2025
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification
IJCNLP 2025