Incorporating logical knowledge improves image generation models.
YOSO introduces a novel generative model for high-quality one-step image synthesis by integrating diffusion process with GANs.
Developing a balance swap-sampling method for creative text pair-to-object generation.
DiffChat enables interactive image creation by aligning Large Language Models with Text-to-Image Synthesis models through user-specified instructions.