Vectormapnet: End-to-end vectorized hd map learning

Y Liu, T Yuan, Y Wang, Y Wang… - … on Machine Learning, 2023 - proceedings.mlr.press
Autonomous driving systems require High-Definition (HD) semantic maps to navigate
around urban roads. Existing solutions approach the semantic mapping problem by offline …

An overview of visualization and visual analytics applications in water resources management

H Xu, A Berres, Y Liu, MR Allen-Dumas… - … Modelling & Software, 2022 - Elsevier
Recent advances in information, communication, and environmental monitoring
technologies have increased the availability, spatiotemporal resolution, and quality of water …

Clipdraw: Exploring text-to-drawing synthesis through language-image encoders

K Frans, L Soros, O Witkowski - Advances in Neural …, 2022 - proceedings.neurips.cc
CLIPDraw is an algorithm that synthesizes novel drawings from natural language input. It
does not require any additional training; rather, a pre-trained CLIP language-image encoder …

Diffsketcher: Text guided vector sketch synthesis through latent diffusion models

X Xing, 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 …

SVGDreamer: Text guided SVG generation with diffusion model

X Xing, 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 …

Towards layer-wise image vectorization

X Ma, Y Zhou, X Xu, B Sun, V Filev… - Proceedings of the …, 2022 - openaccess.thecvf.com
Image rasterization is a mature technique in computer graphics, while image vectorization,
the reverse path of rasterization, remains a major challenge. Recent ad-vanced deep …

A survey of smooth vector graphics: Recent advances in representation, 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 …

Computer-aided design as language

Y Ganin, S Bartunov, Y Li, E Keller… - Advances in Neural …, 2021 - proceedings.neurips.cc
Abstract Computer-Aided Design (CAD) applications are used in manufacturing to model
everything from coffee mugs to sports cars. These programs are complex and require years …

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 …

Deepvecfont: synthesizing high-quality vector fonts via dual-modality learning

Y Wang, Z Lian - ACM Transactions on Graphics (TOG), 2021 - dl.acm.org
Automatic font generation based on deep learning has aroused a lot of interest in the last
decade. However, only a few recently-reported approaches are capable of directly …