Title
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design H. Zhang Dexiang Hong Maoke Yang Yutao Chen Zhao Zhang Jie Shao Xinglong Wu Zuxuan Wu Yu Jiang DiffM AI4CE 85 0 0 25 May 2025
PSDiffusion: Harmonized Multi-Layer Image Generation via Layout and Appearance Alignment Dingbang Huang Wenbo Li Yifei Zhao Xinyu Pan Yanhong Zeng Bo Dai DiffM 27 0 0 16 May 2025
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation Yuyang Peng Shishi Xiao Keming Wu Qisheng Liao Bohan Chen Kevin Lin Danqing Huang Ji Li Yuhui Yuan DiffM 87 2 0 26 Mar 2025
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 60 50 0 11 Jun 2024
LayoutFlow: Flow Matching for Layout Generation Julian Jorge Andrade Guerreiro Naoto Inoue Kento Masui Mayu Otani Hideki Nakayama DiffM 48 7 0 27 Mar 2024
Transparent Image Layer Diffusion using Latent Transparency Lvmin Zhang Maneesh Agrawala 48 45 0 27 Feb 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 63 127 0 22 Jan 2024
Dolfin: Diffusion Layout Transformers without Autoencoder Yilin Wang Zeyuan Chen Liangjun Zhong Zheng Ding Zhizhou Sha Zhuowen Tu 67 17 0 25 Oct 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models Weixi Feng Wanrong Zhu Tsu-Jui Fu Varun Jampani Arjun Reddy Akula Xuehai He Sugato Basu Xinze Wang William Yang Wang MLLM 62 167 0 24 May 2023
Towards Flexible Multi-modal Document Models Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 47 21 0 31 Mar 2023
ReCo: Region-Controlled Text-to-Image Generation Zhengyuan Yang Jianfeng Wang Zhe Gan Linjie Li Kevin Qinghong Lin ... Nan Duan Zicheng Liu Ce Liu Michael Zeng Lijuan Wang DiffM 68 143 0 23 Nov 2022
CanvasVAE: Learning to Generate Vector Graphic Documents Kota Yamaguchi GAN 11 63 0 03 Aug 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 75 2,307 0 20 Apr 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 127 40,217 0 22 Oct 2020