1 code implementation • 2 Dec 2021 • Chenghua Liu, Zhuolin Liao, Yixuan Ma, Kun Zhan
Meanwhile, instead of using auto-encoder in most unsupervised learning graph neural networks, SDSNE uses a co-supervised strategy with structure information to supervise the model learning.
Ranked #1 on Multiview Clustering on Multilingual Reuters
no code implementations • 1 Jan 2021 • Zhuolin Liao, Kun Zhan
The supervised loss uses the known labeled set, while a view-consistent loss is applied to the two views to obtain the consistent representation and a pseudo-label loss is designed by using the common high-confidence predictions.