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Achieve real-time, high-quality panoptic 3D reconstruction by directly lifting 2D features into 3D space, bypassing traditional multi-stage pipelines.
Monocular SLAM gets a serious upgrade: M^3 slashes pose estimation error by 64% by fusing multi-view foundation models with dense matching.