Variational inference based unsupervised continual learning

• المؤلف الرئيسي: Gao, Zhaoqi
• 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/10356/155840
• المؤسسة: Nanyang Technological University

This research is aimed at investigating variational inference based deep learning approach for generative continual learning. Continual learning is aimed at learning a sequence of task, in scenarios where data from past tasks are unavailable. Thus, it emphasizes on learning a sequence of task, witho...