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Arxiv
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Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR
- Extended reality (XR) systems, encompassing VR, AR, and MR, provide immersive human-computer interaction.
- The paper introduces the concept of multi-modal multi-task federated foundation models (FedFMs) for XR systems.
- FedFMs combine M3T foundation models with privacy-preserving federated learning for improved capabilities.
- The focus is on addressing XR challenges like sensor diversity, hardware constraints, interactivity, task variability, and environmental factors.
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