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Sparse Representation Learning

SparseDrive: Safer, Faster End-to-End Autonomous Driving Through Sparse Scene Representation

SparseDrive: Safer, Faster End-to-End Autonomous Driving Through Sparse Scene Representation 742

End-to-end autonomous driving systems promise a streamlined alternative to traditional modular pipelines—where perception, prediction, and planning are handled by separate…

01/13/2026End-to-End Autonomous Driving, Motion Planning, Sparse Representation Learning
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