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A simple yet powerful adaptation of attention for triangle meshes outperforms existing methods, achieving state-of-the-art results in geometry-processing tasks.
DROID-SLAM achieves robust real-time RGB SLAM in dynamic environments by explicitly modeling per-pixel uncertainty, outperforming existing methods that struggle with unknown dynamic objects and cluttered scenes.