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ximinng committed Jan 2, 2024
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Expand Up @@ -41,39 +41,51 @@ Pytorch-SVGRender is the go-to library for state-of-the-art differentiable rende
### 1. Image Vectorization

- DiffVG: Differentiable Vector Graphics Rasterization for Editing and Learning (`SIGGRAPH 2020`)

[[Project]](https://people.csail.mit.edu/tzumao/diffvg/) [[Paper]](https://cseweb.ucsd.edu/~tzli/diffvg/diffvg.pdf) [[Code]](https://github.com/BachiLi/diffvg)

DiffVG is a differentiable rasterizer for 2D vector graphics. **This repository is based on DiffVG.**

- LIVE: Towards Layer-wise Image Vectorization (`CVPR 2022`)

[[Project]](https://ma-xu.github.io/LIVE/) [[Paper]](https://ma-xu.github.io/LIVE/index_files/CVPR22_LIVE_main.pdf) [[Code]](https://github.com/Picsart-AI-Research/LIVE-Layerwise-Image-Vectorization)

- CLIPasso: Semantically-Aware Object Sketching (`SIGGRAPH 2022`)

[[Project]](https://clipasso.github.io/clipasso/) [[Paper]](https://arxiv.org/abs/2202.05822) [[Code]](https://github.com/yael-vinker/CLIPasso)

- CLIPascene: Scene Sketching with Different Types and Levels of Abstraction (`ICCV 2023`)

[[Project]](https://clipascene.github.io/CLIPascene/) [[Paper]](https://arxiv.org/abs/2211.17256) [[Code]](https://github.com/yael-vinker/SceneSketch)

### 2. Text-to-SVG Synthesis

- CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders (`NIPS 2022`)

[[Paper]](https://arxiv.org/abs/2106.14843) [[Code]](https://github.com/kvfrans/clipdraw)

- StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis

[[Live]](https://slideslive.com/38970834/styleclipdraw-coupling-content-and-style-in-texttodrawing-synthesis?ref=account-folder-92044-folders) [[Paper]](https://arxiv.org/abs/2202.12362) [[Code]](https://github.com/pschaldenbrand/StyleCLIPDraw)

- CLIPFont: Texture Guided Vector WordArt Generation (`BMVC 2022`)

[[Paper]](https://bmvc2022.mpi-inf.mpg.de/0543.pdf) [[Code]](https://github.com/songyiren98/CLIPFont)

- VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models (`CVPR 2023`)

[[Project]](https://vectorfusion.github.io/) [[Paper]](https://openaccess.thecvf.com/content/CVPR2023/papers/Jain_VectorFusion_Text-to-SVG_by_Abstracting_Pixel-Based_Diffusion_Models_CVPR_2023_paper.pdf)

- DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models (`NIPS 2023`)

[[Project]](https://ximinng.github.io/DiffSketcher-project/) [[Paper]](https://arxiv.org/abs/2306.14685) [[Code]](https://github.com/ximinng/DiffSketcher)

- Word-As-Image for Semantic Typography (`SIGGRAPH 2023`)

[[Project]](https://wordasimage.github.io/Word-As-Image-Page/) [[Paper]](https://arxiv.org/abs/2303.01818) [[Code]](https://github.com/Shiriluz/Word-As-Image)

- SVGDreamer: Text Guided SVG Generation with Diffusion Model

[[Paper]](https://arxiv.org/abs/2312.16476) [Code coming soon]

<h2 align="center">Installation</h2>
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