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VDE can pinpoint the optimal visual layer for VLMs with remarkable accuracy, saving researchers from costly exhaustive searches.
Ditch the tracker: HiMAP offers a robust, tracking-free trajectory prediction fallback that actually rivals tracking-based methods in autonomous driving scenarios.
