An-Xuan Zheng

From GANs to Diffusion: The Evolution of Text-to-Image Generation Techniques

Text-to-Image (T2I) technique has become one of the most important research topics of Artificial Intelligence (AI). It mainly focuses on generating high-quality images through natural language. In the past 10 years, this field developed rapidly: 1) GAN-based approaches; 2) Transformer-based models; 3) diffusion models....