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

• المؤلفون الرئيسيون: Wang, Hao, Lin, Guosheng, Hoi, Steven C. H., Miao, Chunyan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Computer science and engineering; Text-to-Image Synthesis; Cycle consistency
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156034

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...