Task-Similarity Guided Progressive Deep Neural Network and Its Learning

Continuous learning aims at continuously learn multiple tasks, and can use the knowledge of previous tasks to help the learning of current task without catastrophic forgetting. Progressive neural network is a parameter-independent continuous learning method, gradually assigning extra networks to eac...

Full description

Bibliographic Details
Main Author: WU Chu, WANG Shitong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2023-05-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2112016.pdf