Search Results for author: Mingfei Lu

Found 2 papers, 0 papers with code

Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications

no code implementations7 May 2024 Mingfei Lu, Shujian Yu, Robert Jenssen, Badong Chen

Finally, we apply the proposed GCSD to two challenging machine learning tasks, namely deep learning-based clustering and the problem of multi-source domain adaptation.

Clustering Density Estimation +3

On the Adversarial Robustness of Generative Autoencoders in the Latent Space

no code implementations5 Jul 2023 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 generation, and signal communication.

Adversarial Robustness Decoder +2

Cannot find the paper you are looking for? You can Submit a new open access paper.