TopoRig: Topology-Agnostic Facial Rigging via Multi-Source Supervision

arXiv:2609.15746 · cs.GR, cs.CV · Submitted 2026-09-14 · Read on arXiv

cs.GR, cs.CV

Submitted: 2026-09-14

Updated: 2026-09-16

Comments: 15 pages, 6 figures. Project page: https://andrewjmfleet.github.io/TopoRig/

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Generalization — 9× in this paper · explained in 13 episodes
• Ablation — 7× in this paper · explained in 1 episode
• ACM Transactions on Graphics — 4× in this paper
• Alignment — 4× in this paper · explained in 1 episode
• Consistency — 4× in this paper · explained in 3 episodes
• Aggregation — 3× in this paper · explained in 1 episode
• Fidelity — 3× in this paper · explained in 2 episodes
• Neural Face Rigging — 3× in this paper
• Neural Face Skinning — 3× in this paper
• Optical Flow — 3× in this paper · explained in 2 episodes
• Regularization — 3× in this paper · explained in 3 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Adjacency Matrix — 1× in this paper · explained in 1 episode
• Agnostic Learning — 1× in this paper · explained in 1 episode
• Anchor Loss — 1× in this paper · explained in 1 episode
• Facial Action Coding System — 1× in this paper
• International Conference on Computer Vision — 1× in this paper
• Semantic Alignment — 1× in this paper · explained in 3 episodes

Sources

• OmniFaceRig: Fully Automatic Inner-Mouth-Aware Face Rigging Across Diverse 3D Character Topologies
• Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs

Related papers

• SCRIPT: Scalable Diffusion Policy with Multi-stage Training for Language-driven Physics-Based Humanoid Control
• CADReasoner: Iterative Program Editing for CAD Reverse Engineering
• QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning
• DrawVideo: Grounded and Faithful Multi-Shot Video Generation from Storyboard Keyframe Sketches
• MotionPersona: Real-Time Locomotion Control across Personas, Bodies, and Styles
• GaussianBench: Physics-Fidelity Evaluation for Gaussian Scene Representations