Tag: generalization

A new study shows that feeding wavelet sub-bands into a standard ResNet-50 improves fake-class sensitivity and F1 in cross-forgery deepfake ...

Deep learning models that ace a wheat field test in one year can collapse the next, according to a five-year ...

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

A new theoretical study shows that in kernel ridge regression, generalization hinges on the alignment between learning targets and the ...

A standardized benchmark of six convolutional neural networks shows that the most accurate pneumonia-detecting models also produce the most faithful ...

A new theoretical framework separates computational speed from statistical generalization in quantum machine learning, showing that faster quantum algorithms alone ...

Researchers have developed SLAW, a training framework that adapts label smoothing to the sharpness of the loss landscape and reweights ...