Variational Autoencoder

CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation

Xueqi Ma, Yilin Liu, Tianlong Gao, Qirui Huang, Hui Huang

Conference SIGGRAPH 2025 3D Wireframe Generation Neural Parametric Curves Variational Autoencoder Continuous Latent Representation Curve Modeling

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

Interspatial Attention for Efficient 4D Human Video Generation

Ruizhi Shao, Yinghao Xu, Yujun Shen, Ceyuan Yang, Yang Zheng, Changan Chen, Yebin Liu, Gordon Wetzstein

Journal SIGGRAPH 2025 Human Video Generation Diffusion Transformer Cross Attention SMPL 4D Generation Variational Autoencoder Camera Control