3D Shape Generation

3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models

Biao Zhang, Jiapeng Tang, Matthias Nießner, Peter Wonka

Journal SIGGRAPH 2023 Neural & Generative

3D Shape Generation Diffusion Model Neural Fields Cross-Attention Variational Autoencoder

Locally Attentional SDF Diffusion for Controllable 3D Shape Generation

Xin-Yang Zheng, Hao Pan, Peng-Shuai Wang, Xin Tong, Yang Liu, Heung-Yeung Shum

Journal SIGGRAPH 2023 Neural & Generative

Diffusion Model 3D Shape Generation SDF Sketch-Conditioned Local Attention

OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation

Si-Tong Wei, Rui-Huan Wang, Chuan-Zhi Zhou, Baoquan Chen, Peng-Shuai Wang

Conference SIGGRAPH 2025 Neural & Generative

Autoregressive Model 3D Shape Generation Octree Transformer VQVAE

Stitch-A-Shape: Bottom-up Learning for B-Rep Generation

Pu Li, Wenhao Zhang, Jinglu Chen, Dongming Yan

Conference meta-only SIGGRAPH 2025 Neural & Generative

B-Rep Generation CAD Modeling Bottom-Up Learning Generative Model 3D Shape Generation

ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models

Rui Xu, Jiepeng Wang, Hao Pan, Yang Liu, Xin Tong, Shiqing Xin, Changhe Tu, Taku Komura, Wenping Wang

Journal SIGGRAPH 2026 Neural & Generative

Diffusion Model Flow Matching Generative Model 3D Shape Generation Image Generation

EXIM: A Hybrid Explicit-Implicit Representation for Text-Guided 3D Shape Generation

Zhengzhe Liu, Jingyu Hu, Ka-Hei Hui, Xiaojuan Qi, Daniel Cohen-Or, Chi-Wing Fu

Journal SIGGRAPH Asia 2023 Neural & Generative

Text-to-3D 3D Shape Generation Diffusion Model Implicit Representation Shape Editing

ShaDDR: Interactive Example-Based Geometry and Texture Generation via 3D Shape Detailization and Differentiable Rendering

Qimin Chen, Zhiqin Chen, Hang Zhou, Hao Zhang

Conference SIGGRAPH Asia 2023 Neural & Generative

3D Shape Generation Geometry Detailization Texture Synthesis Differentiable Rendering GAN Voxel