Autoencoder

Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild

Dafei Qin, Jun Saito, Noam Aigerman, Thibault Groueix, Taku Komura

Conference SIGGRAPH 2023 Animation & Simulation
Facial Animation Deformation Transfer Autoencoder FACS Neural Jacobian Fields

DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation

Zhiqin Chen, Qimin Chen, Hang Zhou, Hao Zhang

Conference SIGGRAPH 2024 Geometry & Modeling
Shape Segmentation Co-Segmentation Autoencoder Neural Implicit Unsupervised Learning

Deep Motion Warping via Phase-Conditioned Diffusion Autoencoder

Bowen Zheng, Linjun Wu, Xinwei Jiang, Yujin Chai, Zijiao Zeng, He Wang, Xiaogang Jin

Conference meta-only SIGGRAPH 2026 Animation & Simulation
Motion Warping Diffusion Model Character Animation Motion Phase Autoencoder

HairLRM: Strand-based Hair Modeling via Large Reconstruction Models

Yuefan Shen, Yican Dong, Xiufeng Huang, Zhongtian Zheng, Youyi Zheng, Kui Wu

Conference SIGGRAPH 2026 Reconstruction
Hair Modeling Strand Reconstruction Large Reconstruction Model Single-View Reconstruction Autoencoder

Differentiable Dynamic Visible-Light Tomography

Kaizhang Kang, Zoubin Bi, Xiang Feng, Yican Dong, Kun Zhou, Hongzhi Wu

Conference SIGGRAPH Asia 2023 Reconstruction
Computed Tomography Illumination Multiplexing Volumetric Reconstruction Autoencoder Dynamic Scene

Compositional Neural Textures

Peihan Tu, Li-Yi Wei, Matthias Zwicker

Conference SIGGRAPH Asia 2024 Neural & Generative
Texture Editing Compositional Representation Unsupervised Learning 3D Gaussian Splatting Autoencoder