The Versatility of Generative AI in Computer Vision and Its Risks

Methods for generating synthetic training data, including layout-to-image synthesis as well as 2D and 3D object inpainting across various modalities and domains. In addition, societal and economic risks associated with AI-generated content are highlighted.