1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Discovering Common Information in Multi-view Data
Qi Zhang, Mingfei Lu, Shujian Yu +2
We introduce an innovative and mathematically rigorous definition for computing common information from multi-view data, drawing inspiration from Gács-Körner common information in…
cs.LG2024
Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications
Mingfei Lu, Chenxu Li, Shujian Yu +2
Divergence measures play a central role and become increasingly essential in deep learning, yet efficient measures for multiple (more than two) distributions are rarely explored. T…
cs.LG2023★ 1 cited
On the Adversarial Robustness of Generative Autoencoders in the Latent Space
Mingfei Lu, Badong Chen
The generative autoencoders, such as the variational autoencoders or the adversarial autoencoders, have achieved great success in lots of real-world applications, including image g…