2026
Semantic-Aware Motion Encoding for Topology-Agnostic Character Animation
ICML 2026poster
Generalizing motion representation across diverse characters remains challenging due to significant topological variations in skeletal structures across datasets and species, which hinders the development of scalable generative models. To bridge this gap, we propose a Semantic-Aware Topology-Agnosti…