Zhe-Jia Wang

Comparative Analysis of Image Generation Based on GAN, VAE, and Diffusion Models

A multidimensional, standardized comparison of three generative models: Generative Adversarial Networks, Variational Autoencoders and Diffusion Models is conducted, based on extensive literature review, combining theoretical analysis and experiments to provide a scientific basis for model selection and support decision...