Mubai Li

HiPA-Gen: Hierarchical Interaction Perception and Alignment for High-Fidelity Pose-Guided Human Generation

Qualitative results show that the proposed HiPA-Gen framework produces clearer limb boundaries, more reliable spatial ordering, and more consistent clothing textures in challenging pose interaction scenarios.