Instruction: Detail the concept of knowledge distillation and describe a scenario where it can be used to enhance Transfer Learning.
Context: This question evaluates the candidate's understanding of advanced techniques in Transfer Learning, specifically how to utilize knowledge distillation to improve model performance.
Official answer available
Preview the opening of the answer, then unlock the full walkthrough.
The way I'd explain it in an interview is this: Knowledge distillation helps transfer learning by passing useful behavior from a larger or better-adapted teacher model into a smaller student model. That is useful when you want to preserve transfer...
easy
hard
hard
hard