Kangni Liu

One-Shot Video Imitation via Parameterized Symbolic Abstraction Graphs

Learning to manipulate dynamic and deformable objects from a single demonstration video holds great promise in terms of scalability. Previous approaches have predominantly focused on either replaying object relationships or actor trajectories. The former often struggles to generalize across diverse