Abstract: Ensuring safe and human-like decision-making is a critical component of autonomous vehicle decision systems. However, conventional approaches often simplify the action space into discrete ...

We introduced Multi-Scale Bilateral Grids that unifies appearance codes and bilateral grids, significantly improves geometric accuracy in dynamic, decoupled autonomous driving scene reconstruction.

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