Freestyle layout-to-image synthesis

• Main Authors: XUE, Han, HUANG, Zhiwu, SUN, Qianru, SONG, Li, ZHANG, Wenjun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8057; https://ink.library.smu.edu.sg/context/sis_research/article/9060/viewcontent/Xue_Freestyle_Layout_to_Image_Synthesis_CVPR_2023_paper.pdf
• Institution: Singapore Management University

Typical layout-to-image synthesis (LIS) models generate images for a close set of semantic classes, e.g., 182 common objects in COCO-Stuff. In this work, we explore the freestyle capability of the model, i.e., how far can it generate unseen semantics (e.g., classes, attributes, and styles) onto a gi...