no code implementations • 5 Aug 2022 • Jiayu Huo, Vejay Vakharia, Chengyuan Wu, Ashwini Sharan, Andrew Ko, Sebastien Ourselin, Rachel Sparks
Concretely, our framework consists of two sequential networks: a mask synthesis network and a mask-guided lesion synthesis network.
no code implementations • 18 Feb 2021 • Chengyuan Wu, Dongdong Liu, XiaoFeng Wang, Bo wang
The progenitor systems accounting for explosions of type Ia supernovae (SNe Ia) is still under debate.
Solar and Stellar Astrophysics
1 code implementation • 10 Mar 2020 • Chengyuan Wu, Carol Anne Hargreaves
Topological data analysis is a relatively new branch of machine learning that excels in studying high dimensional data, and is theoretically known to be robust against noise.
1 code implementation • 27 Nov 2019 • Chengyuan Wu, Carol Anne Hargreaves
We develop a framework for analyzing multivariate time series using topological data analysis (TDA) methods.