ViPS: Video-informed Pose Spaces for Auto-Rigged Meshes

ArXi:2604.17623v1 Announce Type: new Kinematic rigs provide a structured interface for articulating 3D meshes, but they lack an inherent representation of the plausible manifold of joint configurations for a given asset. Without such a pose space, stochastic sampling or manual manipulation of raw rig parameters often leads to semantic or geometric violations, such as anatomical hyperextension and non-physical self-intersections.