Tag: data efficiency

Researchers have demonstrated that quantum kernel methods can achieve comparable accuracy with fewer training samples than classical algorithms on tailored ...

A knowledge-distilled pyramid transformer with reduced attention achieved F1-scores of 90.92%, 97.76% and 94.59% on three 32 × 32-pixel image-classification ...

A 34 × 34 augmented vision sensor reduced perception-generated data by more than 96% while maintaining information entropy of 7.08 ...

Researchers show that a selective embedding data loading strategy alternating X-ray and CT scans lets deep learning models reach competitive ...