ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Decoupled Weight Decay Regularization

Ilya Loshchilov and Frank Hutter · 2018

Earlier work this paper cites.

ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation

Original

Han Zhang, Weichong Yin, Yewei Fang, Lanxin Li, Boqiang Duan, Zhihua Wu, Yu Sun, Hao Tian, Hua Wu, and Haifeng Wang · 2021

Earlier work this paper cites.

GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Original

Alex Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam, Pamela Mishkin, Bob McGrew, Ilya Sutskever, and Mark Chen · 2022

Earlier work this paper cites.

DALL·E 2, https://openai.com/dall-e-2 , 2022

OpenAI · 2022

Earlier work this paper cites.

High-resolution image synthesis with latent diffusion models

Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022

Earlier work this paper cites.

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, and Mohammad Norouzi · 2022

Earlier work this paper cites.

Stable Diffusion XL Model Card, https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0 , 2022

StabilityAI · 2022

Earlier work this paper cites.

InstructPix2Pix: Learning to Follow Image Editing Instructions

Tim Brooks, Aleksander Holynski, and Alexei A. Efros · 2023

Earlier work this paper cites.

PixArt- α \alpha : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Original

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, and Zhenguo Li · 2023

Earlier work this paper cites.

Tongyi Wanxiang, https://tongyi.aliyun.com/wanxiang , 2023

Alibaba Cloud · 2023

Cited alongside, same era.

Midjourney, https://www.midjourney.com , 2023

Midjourney · 2023

Cited alongside, same era.

DALL·E 3, https://openai.com/dall-e-3 , 2023

OpenAI · 2023

Cited alongside, same era.

StyleDrop: Text-to-Image Generation in Any Style

Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin, Irina Blok, Huiwen Chang, Jarred Barber, Lu Jiang, Glenn Entis, Yuanzhen Li, Yuan Hao, Irfan Essa, Michael Rubinstein, and Dilip Krishnan · 2023

Cited alongside, same era.

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas Müller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, Dustin Podell, Tim Dockhorn, Zion English, Kyle Lacey, Alex Goodwin, Yannik Marek, and Robin Rombach · 2024

Cited alongside, same era.

FLUX, https://blackforestlabs.ai/ , 2024

FLUX · 2024

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Original

Zhimin Li, Jianwei Zhang, Qin Lin, Jiangfeng Xiong, Yanxin Long, Xinchi Deng, Yingfang Zhang, Xingchao Liu, Minbin Huang, Zedong Xiao, et al · 2024

Later among the works it cites.

Locate, Assign, Refine: Taming Customized Image Inpainting with Text-Subject Guidance

Original

Yulin Pan, Chaojie Mao, Zeyinzi Jiang, Zhen Han, and Jingfeng Zhang · 2024

Later among the works it cites.

Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Shelly Sheynin, Adam Polyak, Uriel Singer, Yuval Kirstain, Amit Zohar, Oron Ashual, Devi Parikh, and Yaniv Taigman · 2024

Later among the works it cites.

OminiControl: Minimal and Universal Control for Diffusion Transformer

Original

Zhenxiong Tan, Songhua Liu, Xingyi Yang, Qiaochu Xue, and Xinchao Wang · 2024

Later among the works it cites.