31 citations · 91 across the 10 of their papers we have counts for
10 papers
Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention
Tianyi Zhang, Yun Gu, Xiaolin Huang +2
With the popularity of stereo cameras in computer assisted surgery techniques, a second viewpoint would provide additional information in surgery. However, how to effectively acces…
End-To-End Graph-based Deep Semi-Supervised Learning
Zihao Wang, Enmei Tu, Zhou Meng
The quality of a graph is determined jointly by three key factors of the graph: nodes, edges and similarity measure (or edge weights), and is very crucial to the success of graph-b…
Modeling Historical AIS Data For Vessel Path Prediction: A Comprehensive Treatment
Enmei Tu, Guanghao Zhang, Shangbo Mao +2
The prosperity of artificial intelligence has aroused intensive interests in intelligent/autonomous navigation, in which path prediction is a key functionality for decision support…
Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection
Xiao Han, Zihao Wang, Enmei Tu +2
Deep learning demands a huge amount of well-labeled data to train the network parameters. How to use the least amount of labeled data to obtain the desired classification accuracy…
A Review of Semi Supervised Learning Theories and Recent Advances
Enmei Tu, Jie Yang
Semi-supervised learning, which has emerged from the beginning of this century, is a new type of learning method between traditional supervised learning and unsupervised learning.…
A Theoretical Study of The Relationship Between Whole An ELM Network and Its Subnetworks
Enmei Tu, Guanghao Zhang, Lily Rachmawati +2
A biological neural network is constituted by numerous subnetworks and modules with different functionalities. For an artificial neural network, the relationship between a network…