For task-oriented image classification over wireless links, a static encoder compresses features to 16 transmitted dimensions, while a multi-exit dynamic encoder routes easy inputs to early exits to meet per-device FLOPs budgets.
Imagenet: A large-scale hierarchical image database,
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Computation-resource-efficient Task-oriented Communications
For task-oriented image classification over wireless links, a static encoder compresses features to 16 transmitted dimensions, while a multi-exit dynamic encoder routes easy inputs to early exits to meet per-device FLOPs budgets.