  Text-to-image generation has attracted significant interest from researchers
and practitioners in recent years due to its widespread and diverse
applications across various industries. Despite the progress made in the domain
of vision and language research, the existing literature remains relatively
limited, particularly with regard to advancements and applications in this
field. This paper explores a relevant research track within multimodal
applications, including text, vision, audio, and others. In addition to the
studies discussed in this paper, we are also committed to continually updating
the latest relevant papers, datasets, application projects and corresponding
information at https://github.com/Yutong-Zhou-cv/Awesome-Text-to-Image
