Wearable devices, such as smartwatches, fitness trackers, and medical sensors, are revolutionizing healthcare, fitness, and human-computer interaction. However, deploying deep learning models on these ...
Abstract: Federated Learning (FL) faces significant challenges in addressing the system heterogeneity of edge devices, which often exhibit diverse computational and resource constraints. To overcome ...
What if the most powerful artificial intelligence models could teach their smaller, more efficient counterparts everything they know—without sacrificing performance? This isn’t science fiction; it’s ...
Abstract: Knowledge distillation (KD) transferring knowledge from a large teacher model to a lightweight student one has received great attention in deep model compression. In addition to the ...
A woman holds a cell phone in front of a computer screen displaying the DeepSeek logo (Photo by Artur Widak, NurPhoto via Getty Images) At this month’s Paris AI Summit, the global conversation around ...
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