7 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.SD2022
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio
Jiangeng Chang, Yucheng Ruan, Cui Shaoze +2
We suggested a unified system with core components of data augmentation, ImageNet-pretrained ResNet-50, cost-sensitive loss, deep ensemble learning, and uncertainty estimation to q…
cs.SD2021★ 7 cited
DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021
Jiangeng Chang, Shaoze Cui, Mengling Feng
In this paper, we propose a deep residual network-based method, namely the DiCOVA-Net, to identify COVID-19 infected patients based on the acoustic recording of their coughs. Since…
cs.LG2019★ 2 cited
An Auto-ML Framework Based on GBDT for Lifelong Learning
Jinlong Chai, Jiangeng Chang, Yakun Zhao +1
Automatic Machine Learning (Auto-ML) has attracted more and more attention in recent years, our work is to solve the problem of data drift, which means that the distribution of dat…