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PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation

6 May 2025

Papers citing "PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation"

38 / 38 papers shown

Title
TextLap: Customizing Language Models for Text-to-Layout Planning Jian Chen Ruiyi Zhang Yufan Zhou Jennifer Healey J. Gu Zhiqiang Xu Chong Chen VLM 107 3 0 09 Oct 2024
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation Yi-Hao Peng Faria Huq Yue Jiang Jason Wu Amanda Li Jeffrey P. Bigham Amy Pavel DiffM 74 5 0 30 Sep 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation Jaejung Seol Seojun Kim Jaejun Yoo 3DV VLM 66 11 0 01 Apr 2024
Desigen: A Pipeline for Controllable Design Template Generation Haohan Weng Danqing Huang Yu Qiao Zheng Hu Chin-Yew Lin Tong Zhang Chong Chen DiffM 53 17 0 14 Mar 2024
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Daichi Horita Naoto Inoue Kotaro Kikuchi Kota Yamaguchi Kiyoharu Aizawa 3DV 62 16 0 22 Nov 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models Jiawei Lin Jiaqi Guo Shizhao Sun Z. Yang Jian-Guang Lou Dongmei Zhang VLM 57 25 0 11 Nov 2023
Understanding Catastrophic Forgetting in Language Models via Implicit Inference Suhas Kotha Jacob Mitchell Springer Aditi Raghunathan CLL 91 71 0 18 Sep 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 119 2,055 0 24 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 175 315 0 17 Aug 2023
AutoPoster: A Highly Automatic and Content-aware Design System for Advertising Poster Generation Jinpeng Lin Min Zhou Ye Ma Yifan Gao Chenxi Fei Yang Chen Zhang Yu T. Ge 15 26 0 02 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 326 12,044 0 18 Jul 2023
Relation-Aware Diffusion Model for Controllable Poster Layout Generation Fengheng Li An Liu Wei Feng Honghe Zhu Yaoyu Li ... Jingjing Lv Xin Zhu Jun-Jun Shen Zhangang Lin Jingping Shao 60 24 0 15 Jun 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 84 176 0 24 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 70 56 0 04 May 2023
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 158 2,060 0 20 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 360 3,479 0 14 Apr 2023
PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout Hsiao-An Hsu Xiangteng He Yuxin Peng Hao-Song Kong Qing Zhang DiffM 35 37 0 28 Mar 2023
Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation Chenchen Xu Min Zhou T. Ge Yuning Jiang Weiwei Xu 68 14 0 25 Mar 2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi DiffM 90 108 0 14 Mar 2023
Fine-grained Cross-modal Fusion based Refinement for Text-to-Image Synthesis Haoran Sun Yang Wang Haipeng Liu Biao Qian 86 8 0 17 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 177 4,146 1 10 Feb 2023
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 197 3,482 0 16 Oct 2022
Geometry Aligned Variational Transformer for Image-conditioned Layout Generation Yunning Cao Ye Ma Min Zhou Chuanbin Liu Hongtao Xie T. Ge Yuning Jiang ViT 46 38 0 02 Sep 2022
Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs Min Zhou Chenchen Xu Ye Ma T. Ge Yuning Jiang Weiwei Xu 71 54 0 30 Apr 2022
Highly Accurate Dichotomous Image Segmentation Xuebin Qin H. Dai Xiaobin Hu Deng-Ping Fan Ling Shao and Luc Van Gool 83 108 0 06 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 880 13,148 0 04 Mar 2022
Resolution-robust Large Mask Inpainting with Fourier Convolutions Roman Suvorov Elizaveta Logacheva Anton Mashikhin Anastasia Remizova Arsenii Ashukha Aleksei Silvestrov Naejin Kong Harshith Goka Kiwoong Park Victor Lempitsky 106 862 0 15 Sep 2021
Constrained Graphic Layout Generation via Latent Optimization Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 65 105 0 02 Aug 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 477 10,496 0 17 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 312 5,051 0 31 May 2021
Variational Transformer Networks for Layout Generation Diego Martin Arroyo Janis Postels F. Tombari ViT DRL 39 131 0 06 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 448 3,887 0 11 Feb 2021
Attribute-conditioned Layout GAN for Automatic Graphic Design Jianan Li Jimei Yang Jianming Zhang Chang Liu Christina Wang Tingfa Xu AI4CE 59 105 0 11 Sep 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 79 137 0 25 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 835 42,332 0 28 May 2020
Neural Design Network: Graphic Layout Generation with Constraints Hsin-Ying Lee Lu Jiang Irfan Essa Madison Le Haifeng Gong Ming-Hsuan Yang Weilong Yang 141 140 0 19 Dec 2019
Progressive Feature Polishing Network for Salient Object Detection Bo Wang Quan Chen Minglong Zhou Qing Cui Xiaogang Jin Kun Gai ObjD 46 97 0 14 Nov 2019
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015