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VFlash: Parallel Visual Geometry for Physical AI

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NVIDIA VFlash decodes fixed-length geometry for object localization, robot trajectories, and dense 3D motion in parallel, claiming up to 12x faster action decoding, 5.1x end-to-end robot inference speedup, and 61% lower 3D trajectory error on edge GPUs.

Physical AISystem One ModelsParallel Decoding3D TrajectoryRobot PlanningNVIDIAEdge AIEdge Inference
Category: perception
Author: @DrJimFan
Date: 2026-11-05T00:00:00
Duration: 55.866s
Source: https://x.com/DrJimFan/status/2118380813498892301

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