Lifelong learning with Bayesian neural network

Continual learning aims to solve catastrophic forgetting during the learning process. When the model has limited capacity or one cannot access data from previous tasks, catastrophic forgetting could be especially challenging. Rehearsal-based continual learning method could be used to solve the probl...

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Bibliographic Details
Main Author: Wang, Yushuo
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/161441
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Institution: Nanyang Technological University
Language: English