Deep methods based on GAN for face-spoofing

Nov. 2022

• Hongliang Chen, Wenkai Li, Leyi Zhang (co-first)

• 2022 International Conference on Machine Learning and Artificial Intelligence.

• This paper implemented ViTGAN and SAGAN as solutions for face spoofing, achieving facial restoration in low-light conditions. Investigated the efficacy of attention mechanisms in capturing facial details.

A New Approach for Text Style Transfer Based on Deletion and Generation

April 2023

• Guoqiang Liu, Ruochen Xiao, Wenkai Li, Youcheng Zhang (co-first)

• 2022 International Conference on Machine Learning and Artificial Intelligence.

• This paper framed style transfer task into two stages: deletion and generation, successfully developed a style transfer model between Mark Twain’s and Wikipedia’s literary styles.