no code implementations • 3 Feb 2024 • Yiming Sun, Yuhe Gao, Runxue Bao, Gregory F. Cooper, Jessi Espino, Harry Hochheiser, Marian G. Michaels, John M. Aronis, Chenxi Song, Ye Ye
Transfer learning has become a pivotal technique in machine learning and has proven to be effective in various real-world applications.
1 code implementation • 12 Oct 2023 • Runxue Bao, Yiming Sun, Yuhe Gao, Jindong Wang, Qiang Yang, Haifeng Chen, Zhi-Hong Mao, Ye Ye
These methods typically presuppose identical feature spaces and label spaces in both domains, known as homogeneous transfer learning, which, however, is not always a practical assumption.
no code implementations • 29 Jun 2023 • Yuelyu Ji, Yuhe Gao, Runxue Bao, Qi Li, Disheng Liu, Yiming Sun, Ye Ye
Results showed that the Multi-DANN models outperformed the Single-DANN models and baseline models in predicting revisits of COVID-19 patients to the ER within 7 days after discharge.
no code implementations • 8 Mar 2021 • Ye Ye, Andrew Gu
During an infectious disease pandemic, it is critical to share electronic medical records or models (learned from these records) across regions.
no code implementations • 20 Oct 2016 • Stephanie Allen, David Madras, Ye Ye, Greg Zanotti
Body-worn video (BWV) cameras are increasingly utilized by police departments to provide a record of police-public interactions.