AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation

7 September 2022

Papers citing "AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation"

24 / 24 papers shown

Title
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 150 16 0 17 Jul 2024
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 117 26 0 05 Nov 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 204 3,971 0 28 Jul 2021
Towards Open-World Text-Guided Face Image Generation and Manipulation Weihao Xia Yujiu Yang Jing-Hao Xue Baoyuan Wu DiffM 62 41 0 18 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 107 1,207 0 31 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 165 1,173 0 18 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 395 4,941 0 24 Feb 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 235 4,254 0 01 Jan 2021
Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Philip Torr Thomas Lukasiewicz GAN 133 68 0 23 Oct 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 122 972 0 15 Sep 2020
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang Huan Yang Jianlong Fu Hongtao Lu B. Guo SupR ViT 74 722 0 07 Jun 2020
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr EGVM 94 285 0 12 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 282 5,810 0 03 Dec 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 86 355 0 16 Sep 2019
Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting Yanhong Zeng Jianlong Fu Hongyang Chao B. Guo GAN SSeg 60 405 0 16 Apr 2019
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis Minfeng Zhu Pingbo Pan Wei Chen Yi Yang GAN 52 580 0 02 Apr 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 61 540 0 14 Mar 2019
Object-driven Text-to-Image Synthesis via Adversarial Training Wenbo Li Pengchuan Zhang Lei Zhang Qiuyuan Huang Xiaodong He Siwei Lyu Jianfeng Gao GAN 66 301 0 27 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 569 10,555 0 12 Dec 2018
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 77 1,059 0 19 Oct 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 480 9,048 0 10 Jun 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 203 3,144 0 17 May 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,613 0 06 Feb 2015