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About Knowledge Distillation: A Survey
This document provides a survey of knowledge distillation techniques. It begins with an introduction that describes the success of deep learning models but challenges in deploying large models with limited resources. It then discusses how knowledge distillation addresses this by training a smaller student model to mimic the behaviors of a larger teacher model. The survey categorizes knowledge distillation approaches and reviews challenges and future research directions.
Detailed Information
| Author: | ['basuthker ravi'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 29 |
| Language: | English |
| Format: | |
| Price: | FREE |
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