2026
DIAL-GS: Dynamic Instance Aware Reconstruction for Label-Free Street Scenes with 4D Gaussian Splatting
ICRA 2026poster
Urban scene reconstruction is critical for autonomous driving, enabling structured 3D representations for data synthesis and closed-loop testing. Supervised approaches rely on costly human annotations and lack scalability, while current self-supervised methods often confuse static and dynamic elemen…