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cs.RO2026
AquaBEV: Monocular Underwater BEV Occupancy with 3D Sonar Supervision
Trung Tien Dong, Shengji Jin, Chen Chen +2
Autonomous underwater robots are widely used for exploration, monitoring, and inspection, where safe navigation depends on understanding the surrounding free and occupied space. Bi…
cs.RO2026
Embodied Foundation Models at the Edge: A Survey of Deployment Constraints and Mitigation Strategies
Utkarsh Grover, Ravi Ranjan, Mingyang Mao +9
Deploying foundation models in embodied edge systems is fundamentally a systems problem, not just a problem of model compression. Real-time control must operate within strict size,…