Muhammad Saif Ullah Khan

Amortized inverse kinematics via graph attention for real-time human avatar animation

Inverse kinematics (IK) is a core operation in animation, robotics, and biomechanics: given Cartesian constraints, recover joint rotations under a known kinematic tree. In many real-time human avatar pipelines, the available signal per frame is a sparse set of tracked 3D joint po...