Praveen Prashant

A Controlled Study of Feature-Based Knowledge Distillation Across Student Designs

Knowledge distillation trains a smaller student to match the outputs of a larger teacher. Feature-based methods also align intermediate representations, but this extra constraint may affect students differently. We study this question on CIFAR-100 using a ResNet-50 teacher, a width-controlled CustomResNet family and Mo...