LayoutDM: Discrete Diffusion Model for Controllable Layout Generation

14 March 2023

Papers citing "LayoutDM: Discrete Diffusion Model for Controllable Layout Generation"

20 / 20 papers shown

Title
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers Divyansh Srivastava Xiang Zhang He Wen Chenru Wen Zhuowen Tu DiffM 28 0 0 07 May 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 21 0 0 06 May 2025
Generating Animated Layouts as Structured Text Representations Yeonsang Shin Jihwan Kim Yumin Song Kyungseung Lee Hyunhee Chung Taeyoung Na DiffM VGen 68 0 0 02 May 2025
ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes Amartya Mukherjee Ruizhi Deng He Zhao Yuzhen Mao Leonid Sigal Frederick Tung DiffM AI4TS 53 0 0 29 Apr 2025
S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field Zixi Liang Guowei Xu Haifeng Wu Ye Huang Wen Li Lixin Duan 3DV 33 0 0 23 Dec 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model Ryugo Morita Stanislav Frolov Brian B. Moser Takahiro Shirakawa Ko Watanabe Andreas Dengel Jinjia Zhou DiffM 77 0 0 23 Nov 2024
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach Rory Young Nicolas Pugeault AAML 57 3 0 14 Oct 2024
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 47 3 0 04 Oct 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
DocSynthv2: A Practical Autoregressive Modeling for Document Generation Sanket Biswas R. Jain Vlad I. Morariu Jiuxiang Gu Puneet Mathur Curtis Wigington Tong Sun Josep Lladós 41 1 0 12 Jun 2024
DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin VLM MLLM 27 3 0 23 Apr 2024
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation Tianyi Liang Jiangqi Liu Sicheng Song Shiqi Jiang Yifei Huang Changbo Wang Chenhui Li 40 0 0 18 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 34 7 0 01 Apr 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 11 16 0 08 Feb 2024
Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator Jieru Lin Danqing Huang Tiejun Zhao Dechen Zhan Chin-Yew Lin 29 4 0 29 Jan 2024
Interactively Optimizing Layout Transfer for Vector Graphics Jeremy Warner Shuyao Zhou Björn Hartmann 25 1 0 20 Sep 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 28 15 0 19 Jul 2023
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer Ning Yu Chia-Chih Chen Zeyuan Chen Rui Meng Ganglu Wu P. Josel Juan Carlos Niebles Caiming Xiong Ran Xu ViT DiffM 24 6 0 19 Dec 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 773 0 27 May 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 213 1,354 0 24 Jan 2022