Modified-LwF method for continual learning

• المؤلف الرئيسي: Dang, Zhang
• مؤلفون آخرون: Ponnuthurai Nagaratnam Suganthan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/155416
• المؤسسة: Nanyang Technological University

In this dissertation, we show that it is possible to overcome the catastrophic forgetting with several different methods. What is more important is that our method remembers old tasks better by combining the original learning without forgetting and elastic weight consolidation, which is the main con...