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Jingcong Li

2 accepted papers

2025

DARN: An Attention-Based Neural Network Using Residual Blocks for Sleep Micro-Events Detection

ICASSP 2025accepted

Sleep micro-events are crucial indicators of sleep quality and neurological health. However, traditional sleep micro-events detectors often suffer from low precision, which leads to a high rate of false positives and misclassification. This affects the reliability of sleep research and clinical diag…

Cited by 0SourceScholar
2024

A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning

IJCAI 2024poster

Few-shot learning (FSL) poses a considerable challenge since it aims to improve the model generalization ability with limited labeled data. Previous works usually attempt to construct class-specific prototypes and then predict novel classes using these prototypes. However, the feature distribution r…