score-distillation

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ximinng / PyTorch-SVGRender

SVG Differentiable Rendering: Generating vector graphics using neural networks. Support: text-to-SVG, Image-to-SVG, SVG Editing.

svg sds rendering-2d-graphics diffusion differentiable-rendering vector-sketch diffusion-models svg-generation text-to-svg text-to-sketch score-distillation img-to-svg pytorch-svgrender svg-synthesis svgrender

Updated Jun 18, 2024
Python

threedle / 3d-paintbrush

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Local text-driven editing of 3D shapes with Cascaded Score Distillation

python machine-learning research computer-vision deep-learning computer-graphics pytorch meshes texturing differentiable-rendering neural-fields diffusion-models generative-ai score-distillation

Updated Jun 23, 2024
Jupyter Notebook

"Taming Mode Collapse in Score Distillation for Text-to-3D Generation" by Peihao Wang, Dejia Xu, Zhiwen Fan, Dilin Wang, Sreyas Mohan, Forrest Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra

diffusion-models mode-collapse text-to-3d generative-ai score-distillation janus-artifacts

Updated Feb 2, 2024
Python

VITA-Group / SteinDreamer

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“SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity” by Peihao Wang, Zhiwen Fan, Dejia Xu, Dilin Wang, Sreyas Mohan, Forrest Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra

control-variates diffusion-models text-to-3d stein-unbiased-risk-estimate generative-ai score-distillation