Henrik Iskov Christensen

Controllable Motion Generation Via Diffusion Modal Coupling

Diffusion models are increasingly used in robotics to represent multi-modal distributions over system states and behaviors, but precise control of generated outcomes without degrading physical realism remains challenging. This paper introduces a controllable diffusion framework that (i) replaces the…