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Experience reuse in navigation can significantly boost performance, with VTM-Nav outperforming traditional methods by leveraging a hierarchical memory structure.
LiveStarPro achieves a 28.9% boost in semantic correctness for long-horizon video understanding while maintaining real-time responsiveness.
Modality competition in federated learning can be mitigated by structuring training into dedicated phases, leading to significant performance gains and reduced communication overhead.
