Cycle-consistent inverse GAN for text-to-image synthesis

• Main Authors: Wang, Hao, Lin, Guosheng, Hoi, Steven C. H., Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Text-to-Image Synthesis; Cycle consistency
• Online Access: https://hdl.handle.net/10356/156034
• Institution: Nanyang Technological University

This paper investigates an open research task of text-to-image synthesis for automatically generating or manipulating images from text descriptions. Prevailing methods mainly take the textual descriptions as the conditional input for the GAN generation, and need to train different models for the tex...