Transfer learning algorithm for image classification task and its convergence analysis

• Main Authors: Li, Sitan, Cheah, Chien Chern
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Transfer Learning; Convergence Analysis
• Online Access: https://hdl.handle.net/10356/172282
• Institution: Nanyang Technological University

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...