Генерация изображения по тексту

Эта статья находится в разработке!

GAN

DCGAN

Attribute2Image

StackGAN

StackGAN++

Some Name Here (Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis)

AttnGAN

Stacking VAE and GAN

ChatPainter

MMVR

FusedGAN

MirrorGAN

Obj-GANs

LayoutVAE

TextKD-GAN

MCA-GAN

LeicaGAN

См. также

• Порождающие состязательные сети

Источники информации

• Scott R. — Generative Adversarial Text to Image Synthesis, 2016
• Xinchen Y. — Conditional Image Generation from Visual Attributes, 2015
• Han Z., Tao X. — Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks, 2017
• Han Z., Tao X. — Realistic Image Synthesis with Stacked Generative Adversarial Networks, 2018
• Seunghoon H., Dingdong Y. — Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis, 2018
• Tao X., Pengchuan Z. — Fine-Grained Text to Image Generationwith Attentional Generative Adversarial Networks, 2018
• Chenrui Z., Yuxin P. — Stacking VAE and GAN for Context-awareText-to-Image Generation, 2018
• Shikhar S., Dendi S. — ChatPainter: Improving Text to Image Generation using Dialogue, 2018
• Shagan S., Dheeraj P. — SEMANTICALLY INVARIANT TEXT-TO-IMAGE GENERATION, 2018
• Navaneeth B., Gang H. — Semi-supervised FusedGAN for ConditionalImage Generation, 2018
• Tingting Q., Jing Z. — MirrorGAN: Learning Text-to-image Generation by Redescription, 2019
• Wendo L., Pengchuan Z. — Object-driven Text-to-Image Synthesis via Adversarial Training 2019
• Akash A.J., Thibaut D. — LayoutVAE: Stochastic Scene Layout Generation From a Label Set, 2019
• Md. Akmal H. and Mehdi R. — TextKD-GAN: Text Generation using Knowledge Distillation and Generative Adversarial Networks, 2019
• Bowen L., Xiaojuan Q. — MCA-GAN: Text-to-Image Generation Adversarial NetworkBased on Multi-Channel Attention, 2019
• Tingting Q.,∗ Jing Z. — Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge, 2019