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Contribution-Aware Bandwidth Allocation for Multimodal Split Learning

Ofeidis, Iason et al.
arXiv (All) · Papers
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and-cluster-computingdistributedmachine-learningnetworking-and-internet-architectureparallel
Multimodal models are increasingly the default option for perception at the network edge, yet they are trained almost entirely in the datacenter, because a client holding several sensor streams cannot host an encoder per modality. Split Learning makes such training feasible by keeping only the first
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