Ruosen Hao

The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space

Recent advances in deep learning-based 3D representation have achieved remarkable success, particularly in modeling static high-fidelity geometries. However, the extension of these techniques to dynamic 3D scenes introduces a critical challenge of effectively representing spatio-temporal dependencie