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DGS reaching clips. All inference experiments are conducted on a single NVIDIA RTX 5090
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AeroAct achieves real-time language-conditioned quadrotor navigation by predicting flight actions directly from visual and language inputs, without the need for future video generation.
Asymmetric physics allows quadrupedal robot swarms to learn complex navigation strategies efficiently, achieving coordination without communication or centralized control.
AnchorEdit achieves state-of-the-art performance in multi-turn image editing by maintaining subject identity across 10+ interactions, revolutionizing iterative design workflows.
HOWTransfer achieves an 86% success rate in translating human hand motions into robot actions, surpassing teleoperation in user preference.
By isolating translational optical flow and leveraging an uncertainty mask, this method nearly doubles the flight speed of autonomous UAVs in complex environments.
Agent Development Kits vary dramatically in usability, with some enabling agents to outperform general-purpose coding tools at a fraction of the cost.
By grounding temporal Gaussian aggregation in spatial voxels, Ground4D achieves state-of-the-art 4D reconstruction in challenging off-road environments where existing methods falter.
Zero-shot sim-to-real transfer for quadrotor control is now systematically achievable, thanks to a unified framework that integrates differentiable physics learning with training, validation, and real-world deployment.