Transfer learning algorithm for image classification task and its convergence analysis

• Main Authors: Li, Sitan, Cheah, Chien Chern
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2023
• 主題: Engineering::Electrical and electronic engineering; Transfer Learning; Convergence Analysis
• 在線閱讀: https://hdl.handle.net/10356/172282

Theoretical analysis of transfer learning of the deep neural networks (DNN) is crucial in ensuring stability or convergence and gaining a better understanding of the networks for further development. However, most current transfer learning methods are black-box approaches that are more focused...