Project Title: Tabular Data Synthesizing using Generative Adversarial Networks

Responsible Professor:

Lydia Y. Chen

Supervisor:

Zilong Zhao (If you have any question, please contact [email protected])

Links to the github of all theses

FCT-GAN: Fourier Neural Operator for Global Relation Enhancement in Tabular Data Synthesis using Generative Adversarial Networks Code
UniformGAN: generative adversarial network in copula space Code
Extending CTAB-GAN with StackGAN Code
LCT-GAN - Improving the efficiency of tabular data synthesis via latent embeddings Code