Class Incremental Learning With Large Domain Shift

Class Incremental Learning With Large Domain Shift

We address an important and practical problem facing deep-learning-based image classification: class incremental learning with a large domain shift. Most previous efforts on class incremental learning focus on one aspect of the problem, i.e., learning to classify additional new classes (with a littl...

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Bibliographic Details
Main Authors: Kamin Lee, Hyoeun Kim, Geunjae Choi, Hyejeong Jeon, Nojun Kwak
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Class incremental learning
continual learning
domain incremental learning
incremental learning
life-long learning
Online Access:https://ieeexplore.ieee.org/document/10759656/

Internet

https://ieeexplore.ieee.org/document/10759656/

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