BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis
BiPO is a model that generates human motion from text by combining part-based generation with a bidirectional architecture. It uses selective masking and partial occlusion to ensure detailed control over individual body parts while maintaining overall motion coherence, achieving state-of-the-art results on HumanML3D.