Although few-shot learning (FSL) has achieved great progress, it is still an enormous challenge especially when the source and target sets are from different domains, which is also known as ...

Knowledge distillation is a paradigm in which a compact “student” network is trained to emulate the performance of a larger, more complex “teacher” network. By transferring dark knowledge—subtle ...