Visual Analytics on Network Forgetting for Task‐Incremental Learning

Task‐incremental learning (Task‐IL) aims to enable an intelligent agent to continuously accumulate knowledge from new learning tasks without catastrophically forgetting what it has learned in the past. It has drawn increasing attention in recent years, with many algorithms being proposed to mitigate...

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Bibliographic Details

Published in:	Computer graphics forum Vol. 42; no. 3; pp. 437 - 448
Main Authors:	Li, Ziwei, Xu, Jiayi, Chao, Wei‐Lun, Shen, Han‐Wei
Format:	Journal Article
Language:	English
Published:	Oxford Blackwell Publishing Ltd 01.06.2023
Subjects:	Algorithms CCS Concepts Cognitive tasks Computing methodologies → Visual analytics Intelligent agents Learning Machine learning Mathematical analysis Neural networks Theory of computation → Continual learning
ISSN:	0167-7055, 1467-8659
Online Access:	Get full text
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