Knowledge distillation in computer vision models

Knowledge distillation has gained significant popularity in the Vision Transformer (ViT) space as a powerful approach to enhance the efficiency of a small lightweight model. Knowledge distillation enables a larger and complex “teacher” model to relay its knowledge to a smaller “student” model. Th...

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Bibliographic Details
Main Author: Yeoh, Yu Shyan
Other Authors: Lin Guosheng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/181128
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Institution: Nanyang Technological University
Language: English