Ai-generated content (aigc) for various data modalities: A survey

LG Foo, H Rahmani, J Liu - arxiv preprint arxiv:2308.14177, 2023 - arxiv.org
AI-generated content (AIGC) methods aim to produce text, images, videos, 3D assets, and
other media using AI algorithms. Due to its wide range of applications and the demonstrated …

Diffsketcher: Text guided vector sketch synthesis through latent diffusion models

X **ng, C Wang, H Zhou, J Zhang… - Advances in Neural …, 2023 - proceedings.neurips.cc
Even though trained mainly on images, we discover that pretrained diffusion models show
impressive power in guiding sketch synthesis. In this paper, we present DiffSketcher, an …

Vectorfusion: Text-to-svg by abstracting pixel-based diffusion models

A Jain, A **e, P Abbeel - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Diffusion models have shown impressive results in text-to-image synthesis. Using massive
datasets of captioned images, diffusion models learn to generate raster images of highly …

Word-as-image for semantic typography

S Iluz, Y Vinker, A Hertz, D Berio, D Cohen-Or… - ACM Transactions on …, 2023 - dl.acm.org
A word-as-image is a semantic typography technique where a word illustration presents a
visualization of the meaning of the word, while also preserving its readability. We present a …

Svgdreamer: Text guided svg generation with diffusion model

X **ng, H Zhou, C Wang, J Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recently text-guided scalable vector graphics (SVGs) synthesis has shown promise in
domains such as iconography and sketch. However existing text-to-SVG generation …

A Survey of Smooth Vector Graphics: Recent Advances in Repr esentation, Creation, Rasterization, and Image Vectorization

X Tian, T Günther - IEEE Transactions on Visualization and …, 2022 - ieeexplore.ieee.org
The field of smooth vector graphics explores the representation, creation, rasterization, and
automatic generation of light-weight image representations, frequently used for scalable …

Iconshop: Text-guided vector icon synthesis with autoregressive transformers

R Wu, W Su, K Ma, J Liao - ACM Transactions on Graphics (TOG), 2023 - dl.acm.org
Scalable Vector Graphics (SVG) is a popular vector image format that offers good support for
interactivity and animation. Despite its appealing characteristics, creating custom SVG …

Text-to-vector generation with neural path representation

P Zhang, N Zhao, J Liao - ACM Transactions on Graphics (TOG), 2024 - dl.acm.org
Vector graphics are widely used in digital art and highly favored by designers due to their
scalability and layer-wise properties. However, the process of creating and editing vector …

Dreamsampler: Unifying diffusion sampling and score distillation for image manipulation

J Kim, GY Park, JC Ye - European Conference on Computer Vision, 2024 - Springer
Reverse sampling and score-distillation have emerged as main workhorses in recent years
for image manipulation using latent diffusion models (LDMs). While reverse diffusion …

Detikzify: Synthesizing graphics programs for scientific figures and sketches with tikz

J Belouadi, S Ponzetto, S Eger - Advances in Neural …, 2025 - proceedings.neurips.cc
Creating high-quality scientific figures can be time-consuming and challenging, even though
sketching ideas on paper is relatively easy. Furthermore, recreating existing figures that are …