A teacher-only metric, M=DEV-CMI, ranks data augmentations for low-bit quantized knowledge distillation and improves accuracy on CIFAR and Tiny ImageNet.
What makes a” good” data augmentation in knowledge distillation- a statistical perspective
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Data-Augmented Quantization-Aware Knowledge Distillation
A teacher-only metric, M=DEV-CMI, ranks data augmentations for low-bit quantized knowledge distillation and improves accuracy on CIFAR and Tiny ImageNet.