Cookgan: Causality based text-to-image synthesis

• Main Authors: ZHU, Bin, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Computer Sciences; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6484; https://ink.library.smu.edu.sg/context/sis_research/article/7487/viewcontent/Zhu_CookGAN_Causality_Based_Text_to_Image_Synthesis_CVPR_2020_paper.pdf
• Institution: Singapore Management University

This paper addresses the problem of text-to-image synthesis from a new perspective, i.e., the cause-and-effect chain in image generation. Causality is a common phenomenon in cooking. The dish appearance changes depending on the cooking actions and ingredients. The challenge of synthesis is that a ge...