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Transforming sparse driving log observations into complete 3D assets could revolutionize simulation fidelity in autonomous vehicle development.
Achieve SOTA extrapolated-view LiDAR synthesis by fusing multi-frame LiDAR data and spatially-constrained dropout regularization, enabling robust autonomous driving simulation without multi-pass data.
