Visual content creation is booming, yet producing engaging visual content remains a challenging task. This workshop aims to highlight machine learning technologies that accelerate and enhance creative processes in visual content creation and editing, including image animation, text-to-visual content generation, and content translation. Moreover, we believe that advancing technology to better understand edited visual content can enable novel platforms for creating compelling media. We seek to bridge the gap between technical and creative communities by bringing together researchers from computer vision, graphics, and the arts, fostering interdisciplinary collaboration and exploring opportunities in this under-explored area.