Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation

Information Science, Computer Science, Artificial Intelligence,
Neural Machine Translation   Low-Resource Domain Adaptation   Curriculum Learning   Domain Shift   Robustness   Adaptability   Denoising  

Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation Research Background and Problem Statement In recent years, Neural Machine Translation (NMT) has become a benchmark technology in natural language processing. However, while NMT achieves near-human translation performance on large-scale parallel corpora, its effectivenes...

AI-based Denoising of Head Impact Kinematics Measurements with Convolutional Neural Network for Traumatic Brain Injury Prediction

Information Science, Artificial Intelligence, Medicine, Neurosurgery, Life Sciences, Bioengineering,
AI   Convolutional Neural Network   Head Impact   Traumatic Brain Injury   Denoising   Kinematics Measurements  

Research and Application of Denoising Head Impact Kinematics Measurement Based on Convolutional Neural Networks Research Background Mild Traumatic Brain Injury (MTBI) is a global health threat. Humans often face the risk of MTBI in situations such as falls, traffic accidents, and sports. According to statistics, there were over 27 million brain inj...