Latent Diffusion Model

BANG: Dividing 3D Assets via Generative Exploded Dynamics

Longwen Zhang, Qixuan Zhang, Haoran Jiang, Yinuo Bai, Wei Yang, Lan Xu, Jingyi Yu

Journal SIGGRAPH 2025 3D Generation Part-Level Decomposition Exploded View Latent Diffusion Model Generative Exploded Dynamics SDF 3D Printing

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

Model See Model Do: Speech-Driven Facial Animation with Style Control

Yifang Pan, Karan Singh, Luiz Gustavo Hafemann

Conference SIGGRAPH 2025 Facial Animation Speech Driven Animation Latent Diffusion Model Style Transfer Example Based Generation

ArtiLatent: Realistic Articulated 3D Object Generation via Structured Latents

Honghua Chen, Yushi Lan, Yongwei Chen, Xingang Pan

Conference SIGGRAPH Asia 2025 Articulated 3D Object Latent Diffusion Model 3D Gaussian Splatting Structured Latents Generative Model Part Articulation