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