Diffuman4D generates high-fidelity free-viewpoint renderings of human performances from sparse-view video sequences using spatio-temporal diffusion models. The system reconstructs 4D representations enabling novel view synthesis at arbitrary angles. It combines diffusion-based generation with 3D/4D reconstruction techniques to handle temporal consistency across frames.