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: understanding how they can be used to reconstruct sensitive client data and designing robust defense mechanisms to protect against such threats. Context Federated Learning (FL) enables multiple clients
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inference by constraining all operations, including matrix multiplications and activations, to integer arithmetic. This line of research has already led to promising results in semantic segmentation with
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existing models, the work will extend a 2D model initially developed for the elbow to multiple joints (knee, hip, shoulder) and then generalize it to ecological 3D movements. This PhD is part of the MUSCLEE
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