Transfer learning algorithm for image classification task and its convergence analysis

• المؤلفون الرئيسيون: Li, Sitan, Cheah, Chien Chern
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Transfer Learning; Convergence Analysis
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172282
• المؤسسة: 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...