Variational inference based unsupervised continual learning

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...

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Bibliographic Details
Main Author: Gao, Zhaoqi
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/155840