Generative Model

4 papers 1 Conference 3 Journal

GGHead: Fast and Generalizable 3D Gaussian Heads

Tobias Kirschstein, Simon Giebenhain, Jiapeng Tang, Markos Georgopoulos, Matthias Nießner

Conference SIGGRAPH Asia 2024 3D GAN 3D Gaussian Splatting 3D Head Prior Generative Model UV Parameterization

Learn to Create Simple LEGO Micro Buildings

Jiahao Ge, Mingjun Zhou, Chi-Wing Fu

Journal SIGGRAPH Asia 2024 LEGO Computational Design Generative Model Fabrication

Neural Differential Appearance Equations

Chen Liu, Tobias Ritschel

Journal SIGGRAPH Asia 2024 Dynamic Texture Material Appearance Neural ODE SVBRDF Differentiable Rendering Generative Model

Procedural Material Generation with Reinforcement Learning

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

Journal SIGGRAPH Asia 2024 Procedural Material Reinforcement Learning Transformer Material Graph Generative Model