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Calibrating learning rates based on token reliability can reduce reconstruction errors by over 300% in streaming 3D tasks.
3D Gaussian Splatting gets a nearly 2x speed boost thanks to a clever bounding box strategy that drastically reduces unnecessary tile intersection checks.
By reorganizing 3D scenes into structurally-aware subscenes, S-VGGT offers a parallel geometric bridge for efficient processing, slashing global attention costs without compromising reconstruction fidelity.
