Neural SDF

NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images

Yuan Liu, Peng Wang, Cheng Lin, Xiaoxiao Long, Jiepeng Wang, Lingjie Liu, Taku Komura, Wenping Wang

Journal SIGGRAPH 2023 Reconstruction
Inverse Rendering BRDF Neural SDF Multiview Reconstruction Reflective Objects

BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

Zhennan Wu, Yang Li, Han Yan, Taizhang Shang, Weixuan Sun, Senbo Wang, Ruikai Cui, Weizhe Liu, Hiroyuki Sato, Hongdong Li, Pan Ji

Journal SIGGRAPH 2024 Neural & Generative
Scene Generation Diffusion Model Tri-Plane Latent Diffusion Neural SDF

NeurCross: A Neural Approach to Computing Cross Fields for Quad Mesh Generation

Qiujie Dong, Huibiao Wen, Rui Xu, Shuang-Min Chen, Jiaran Zhou, Shiqing Xin, Changhe Tu, Taku Komura, Wenping Wang

Journal SIGGRAPH 2025 Geometry & Modeling
Quad Mesh Generation Cross Field Neural SDF Principal Curvature Self-Supervised Learning SIREN Shape Operator

Transparent Object Reconstruction via Implicit Differentiable Refraction Rendering

Fangzhou Gao, Lianghao Zhang, Li Wang, Jiamin Cheng, Jiawan Zhang

Conference SIGGRAPH Asia 2023 Reconstruction
Transparent Object 3D Reconstruction Differentiable Rendering Neural SDF Refraction Volume Rendering

Controllable Shape Modeling with Neural Generalized Cylinder

Xiangyu Zhu, Zhiqin Chen, Ruizhen Hu, Xiaoguang Han

Conference SIGGRAPH Asia 2024 Geometry & Modeling
Generalized Cylinder Neural SDF Shape Deformation Shape Blending Implicit Representation

High-quality Animatable Eyelid Shapes from Lightweight Captures

Junfeng Lyu, Feng Xu

Conference SIGGRAPH Asia 2024 Reconstruction
Eyelid Reconstruction Gaze-Driven Animation Neural SDF Dynamic Reconstruction Digital Human

Low-Rank Adaptation of Neural Fields

Anh Truong, Ahmed H. Mahmoud, Mina Konaković Luković, Justin Solomon

Conference SIGGRAPH Asia 2025 Neural & Generative
LoRA Neural Fields Parameter-Efficient Fine-Tuning Compression Neural SDF Energy Minimization