Representation Learning

HoLa: B-Rep Generation using a Holistic Latent Representation

Yilin Liu, Duoteng Xu, Xingyao Yu, Xiang Xu, Daniel Cohen-Or, Hao Zhang, Hui Huang

Journal SIGGRAPH 2025 Boundary Representation CAD Generation Latent Diffusion Model Representation Learning Variational Autoencoder Conditional Generation

SPGen: Spherical Projection as Consistent and Flexible Representation for Single Image 3D Shape Generation

Jingdong Zhang, Weikai Chen, Yuan Liu, Jionghao Wang, Zhengming Yu, Zhuowen Shen, Bo Yang, Wenping Wang, Xin Li

Conference SIGGRAPH Asia 2025 Single Image 3D Shape Generation Spherical Projection Diffusion Model Representation Learning