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Endowing VLMs with intrinsic 3D geometric awareness and physical interaction cues via XEmbodied substantially boosts performance on spatial reasoning and embodied tasks, surpassing existing 2D image-text pretrained models.
Ditch the slow per-scene optimization: SwiftGS meta-learns transferable priors for satellite surface reconstruction, enabling single-pass 3D recovery.
