SVGDreamer: Text Guided SVG Generation with Diffusion Model

1 code implementation • 27 Dec 2023 • XiMing Xing, Haitao Zhou, Chuang Wang, Jing Zhang, Dong Xu, Qian Yu

However, existing text-to-SVG generation methods lack editability and struggle with visual quality and result diversity.

Vector Graphics

Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training

1 code implementation • 15 Aug 2023 • XiMing Xing, Chuang Wang, Haitao Zhou, Zhihao Hu, Chongxuan Li, Dong Xu, Qian Yu

In the full-control inversion process, we propose an appearance-energy function to control the color and texture of the final generated photo. Importantly, our Inversion-by-Inversion pipeline is training-free and can accept different types of exemplars for color and texture control.

Image Generation

DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models

1 code implementation • NeurIPS 2023 • XiMing Xing, Chuang Wang, Haitao Zhou, Jing Zhang, Qian Yu, Dong Xu

Even though trained mainly on images, we discover that pretrained diffusion models show impressive power in guiding sketch synthesis.