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Class-Incremental Learning: Survey and Performance Evaluation on Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023Andrew D Bagdanov +2 more
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Incremental learning with neural networks for computer vision: a survey
Artificial Intelligence Review, 2022Yong Zhou, Jiaqi Zhao, Zhiwen Shao
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Incremental Machine Learning: Incremental Classification
2022 7th International Conference on Computer Science and Engineering (UBMK), 2022Engin Baysal, Cüneyt Bayılmış
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Conflict-Free Incremental Learning
2009Most machine learning algorithms are essentially generalized learning schemes. When used incrementally, conflict between the concepts already learned and the new events to be learned need be eliminated. This paper presents a new incremental learning scheme that divides induction into two phases: incrementally accurate learning and generalization.
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Incremental Learning, Incremental Backdoor Threats
IEEE Transactions on Dependable and Secure ComputingWenbo Jiang 0001 +4 more
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Retrospective Class Incremental Learning
2021 IEEE International Conference on Multimedia and Expo (ICME), 2021Qingyi Tao +4 more
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Concept-Cognitive Learning Model for Incremental Concept Learning
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021Yong Shi, Jinhai Li, Yunlong Mi
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Incremental learning with sleep.
SICE Division Conference Program and Abstracts, 2002openaire +2 more sources
Continuous learning in single-incremental-task scenarios
Neural Networks, 2019Vincenzo Lomonaco, Davide Maltoni
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