Variational inference based unsupervised continual learning

• 主要作者: Gao, Zhaoqi
• 其他作者: Ponnuthurai Nagaratnam Suganthan
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/155840
• 機構: 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...