VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

21 November 2022

Ajay Jain

Amber Xie

Pieter Abbeel

DiffM

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Papers citing "VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models"

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Title
Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao Haoran Duan Yang Long J. Han 39 0 0 03 May 2025
CoProSketch: Controllable and Progressive Sketch Generation with Diffusion Model Ruohao Zhan Yijin Li Yisheng He Shuo Chen Yichen Shen Xinyu Chen Zilong Dong Zhaoyang Huang Guofeng Zhang DiffM 27 0 0 11 Apr 2025
OmniSVG: A Unified Scalable Vector Graphics Generation Model Yiying Yang Wei Cheng Sijin Chen Xianfang Zeng Jiaxu Zhang Liao Wang Gang Yu Xingjun Ma Yu Jiang VLM 40 0 0 08 Apr 2025
From Fragment to One Piece: A Survey on AI-Driven Graphic Design Xingxing Zou Wen Zhang Nanxuan Zhao 51 0 0 24 Mar 2025
ShapeShift: Towards Text-to-Shape Arrangement Synthesis with Content-Aware Geometric Constraints Vihaan Misra Peter Schaldenbrand Jean Oh DiffM 40 1 0 18 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg M. Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 48 0 0 14 Mar 2025
RewardSDS: Aligning Score Distillation via Reward-Weighted Sampling Itay Chachy Guy Yariv Sagie Benaim 67 0 0 12 Mar 2025
Fine-Tuning Florence2 for Enhanced Object Detection in Un-constructed Environments: Vision-Language Model Approach Soumyadeep Ro Sanapala Satwika Pamarthi Yasoda Gayathri Mohmmad Ghaith Balsha Aysegul Ucar VLM ObjD 54 0 0 06 Mar 2025
Identity-preserving Distillation Sampling by Fixed-Point Iterator SeonHwa Kim Jiwon Kim S. Park Donghoon Ahn Jiwon Kang Seungryong Kim Kyong Hwan Jin Eunju Cha 41 0 0 27 Feb 2025
SVGEditBench V2: A Benchmark for Instruction-based SVG Editing Kunato Nishina Yusuke Matsui 65 0 0 26 Feb 2025
Mean-Shift Distillation for Diffusion Mode Seeking Vikas Thamizharasan Nikitas Chatzis Iliyan Georgiev Matthew Fisher Difan Liu Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 36 0 0 21 Feb 2025
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 81 7 0 15 Dec 2024
SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers Zehao Chen Rong Pan 85 1 0 13 Dec 2024
SVGFusion: Scalable Text-to-SVG Generation via Vector Space Diffusion Ximing Xing Juncheng Hu Jing Zhang Dong Xu Qian Yu 74 1 0 11 Dec 2024
Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model Lawrence Chen Peter Schaldenbrand Tanmay Shankar Lia Coleman Jean Oh 65 0 0 30 Nov 2024
Enhancing Sketch Animation: Text-to-Video Diffusion Models with Temporal Consistency and Rigidity Constraints Gaurav Rai Ojaswa Sharma VGen DiffM 64 3 0 28 Nov 2024
Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models Ronghuan Wu Wanchao Su Jing Liao DiffM 61 1 0 25 Nov 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 21 0 0 15 Oct 2024
Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision Moritz Feuerpfeil Marco Cipriano Gerard de Melo 14 0 0 08 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 29 0 0 01 Oct 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 31 4 0 27 Aug 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 39 7 0 22 Aug 2024
Layered Image Vectorization via Semantic Simplification Zhenyu Wang Jianxi Huang Zhida Sun Yuanhao Gong Min Lu Min Lu 20 2 0 08 Jun 2024
A Versatile Collage Visualization Technique Zhenyu Wang Daniel Cohen-Or 27 0 0 06 Jun 2024
Creating Language-driven Spatial Variations of Icon Images Xianghao Xu Aditya Ganeshan K. Willis Yewen Pu Daniel E. Ritchie 29 0 0 30 May 2024
Revision Matters: Generative Design Guided by Revision Edits Tao Li Chin-Yi Cheng Amber Xie Gang Li Yang Li 30 1 0 27 May 2024
ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score Matching Yumin Zhang Xingyu Miao Haoran Duan Bo Wei Tejal Shah Yang Long R. Ranjan 19 3 0 24 May 2024
NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation Vikas Thamizharasan Difan Liu Matthew Fisher Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 14 5 0 24 May 2024
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering Yibo Zhang Lihong Wang Changqing Zou Tieru Wu Rui Ma DiffM 33 1 0 24 May 2024
Leveraging Human Revisions for Improving Text-to-Layout Models Amber Xie Chin-Yi Cheng Forrest Huang Yang Li 27 1 0 16 May 2024
SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities Kunato Nishina Yusuke Matsui 27 7 0 21 Apr 2024
AniClipart: Clipart Animation with Text-to-Video Priors Rong Wu Wanchao Su Kede Ma Jing Liao 18 3 0 18 Apr 2024
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions Jaihoon Kim Juil Koo Kyeongmin Yeo Minhyuk Sung DiffM 3DGS 27 9 0 21 Mar 2024
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation Jeongsol Kim Geon Yeong Park Jong Chul Ye DiffM 30 13 0 18 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 57 82 0 27 Feb 2024
StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis Zecheng Tang Chenfei Wu Zekai Zhang Mingheng Ni Sheng-Siang Yin ... Zhengyuan Yang Lijuan Wang Zicheng Liu Juntao Li Nan Duan 13 9 0 30 Jan 2024
PALP: Prompt Aligned Personalization of Text-to-Image Models Moab Arar Andrey Voynov Amir Hertz Omri Avrahami Shlomi Fruchter Yael Pritch Daniel Cohen-Or Ariel Shamir DiffM 10 19 0 11 Jan 2024
Score Distillation Sampling with Learned Manifold Corrective Thiemo Alldieck Nikos Kolotouros C. Sminchisescu DiffM 36 13 0 10 Jan 2024
Taming Mode Collapse in Score Distillation for Text-to-3D Generation Peihao Wang Dejia Xu Zhiwen Fan Dilin Wang Sreyas Mohan ... Rakesh Ranjan Yilei Li Qiang Liu Zhangyang Wang Vikas Chandra DiffM 20 11 0 31 Dec 2023
SVGDreamer: Text Guided SVG Generation with Diffusion Model Ximing Xing Haitao Zhou Chuang Wang Jing Zhang Dong Xu Qian Yu DiffM 18 29 0 27 Dec 2023
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models Shweta Mahajan Tanzila Rahman Kwang Moo Yi Leonid Sigal DiffM 13 17 0 19 Dec 2023
Optimize and Reduce: A Top-Down Approach for Image Vectorization Or Hirschorn Amir Jevnisek S. Avidan 16 0 0 18 Dec 2023
StarVector: Generating Scalable Vector Graphics Code from Images Juan A. Rodriguez Shubham Agarwal I. Laradji Pau Rodríguez David Vazquez Christopher Pal M. Pedersoli 32 6 0 17 Dec 2023
AmbiGen: Generating Ambigrams from Pre-trained Diffusion Model Boheng Zhao Rana Hanocka Raymond A. Yeh DiffM 8 1 0 05 Dec 2023
CLIPDrawX: Primitive-based Explanations for Text Guided Sketch Synthesis Nityanand Mathur Shyam Marjit Abhra Chaudhuri Anjan Dutta CLIP 10 0 0 04 Dec 2023
COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design Peidong Jia Chenxuan Li Yuhui Yuan Zeyu Liu Yichao Shen ... Dong Chen Ji Li Xiaodong Xie Shanghang Zhang Baining Guo 17 6 0 28 Nov 2023
As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors Seungwoo Yoo Kunho Kim Vladimir G. Kim Minhyuk Sung DiffM 16 13 0 28 Nov 2023
Adversarial Doodles: Interpretable and Human-drawable Attacks Provide Describable Insights Ryoya Nara Yusuke Matsui AAML 8 0 0 27 Nov 2023
Wired Perspectives: Multi-View Wire Art Embraces Generative AI Zhiyu Qu Lan Yang Honggang Zhang Tao Xiang Kaiyue Pang Yi-Zhe Song AI4CE 23 11 0 26 Nov 2023
DemoFusion: Democratising High-Resolution Image Generation With No Ruoyi Du Dongliang Chang Timothy M. Hospedales Yi-Zhe Song Zhanyu Ma 28 47 0 24 Nov 2023