An adaptive high-confidence image selection scheme during GAN training expands diversity in the distillation set for black-box few-shot KD and yields SOTA student accuracy on seven image datasets.
A gift from knowledge dis- tillation: Fast optimization, network minimization and transfer learning
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Improving Diversity in Black-box Few-shot Knowledge Distillation
An adaptive high-confidence image selection scheme during GAN training expands diversity in the distillation set for black-box few-shot KD and yields SOTA student accuracy on seven image datasets.