Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning

DOI10.1162/neco_a_01232zbMath1429.92030DBLPjournals/neco/YaoHWZS19arXiv1910.10986OpenAlexW3103724573WikidataQ90124203 ScholiaQ90124203MaRDI QIDQ5214401

Tianchi Huang, Xin Yao, Chenglei Wu, Li-Feng Sun, Rui-Xiao Zhang

Publication date: 7 February 2020

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.10986

zbMATH Keywords

neural network modelcatastrophic forgettingincremental multitask image classificationincremental task lifelong learning

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Memory and learning in psychology (91E40)

Uses Software

• CIFAR
• ImageNet
• Caltech-UCSD Birds
• CORe50
• iCaRL
• AlexNet

Cites Work

• Overcoming catastrophic forgetting in neural networks
• Unnamed Item

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