Procedural Material

End-to-end Procedural Material Capture with Proxy-Free Mixed-Integer Optimization

Beichen Li, Liang Shi, Wojciech Matusik

Journal meta-only SIGGRAPH 2023 Rendering
Procedural Material Inverse Rendering SVBRDF Mixed-Integer Optimization Differentiable Rendering

Generating Procedural Materials from Text or Image Prompts

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre

Conference SIGGRAPH 2023 Neural & Generative
Procedural Material Node Graph Inverse Rendering CLIP Transformer

PSDR-Room: Single Photo to Scene using Differentiable Rendering

Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao

Conference SIGGRAPH Asia 2023 Reconstruction
Differentiable Rendering Inverse Rendering Procedural Material CLIP Scene Reconstruction

Procedural Material Generation with Reinforcement Learning

Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik

Journal meta-only SIGGRAPH Asia 2024 Neural & Generative
Procedural Material Reinforcement Learning Transformer Material Graph Generative Model