Cross-domain knowledge distillation often suffers from domain shift. Although domain adaptation methods have shown strong empirical success in addressing this issue, their theoretical foundations rema ...

Knowledge distillation is an increasingly influential technique in deep learning that involves transferring the knowledge embedded in a large, complex “teacher” network to a smaller, more efficient ...

Sub-headline: HIT (Shenzhen) researchers develop FedPD to enhance personalized cross-architecture collaboration   Researchers ...

Google has been a significant contributor to technological innovation, influencing various industries through its projects. The PageRank algorithm altered how information is organized and accessed ...

Crowdsourcing efficiently delegates tasks to crowd workers for labeling, though their varying expertise can lead to errors. A key task is estimating worker expertise to infer true labels. However, the ...