2 papers
stat.ML2020
Learning reduced systems via deep neural networks with memory
Xiaohan Fu, Lo-Bin Chang, Dongbin Xiu
We present a general numerical approach for constructing governing equations for unknown dynamical systems when only data on a subset of the state variables are available. The unkn…
cs.CV2018
Segmentation of histological images and fibrosis identification with a convolutional neural network
Xiaohang Fu, Tong Liu, Zhaohan Xiong +3
Segmentation of histological images is one of the most crucial tasks for many biomedical analyses including quantification of certain tissue type. However, challenges are posed by…