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Looking Through the Past: Better Knowledge Retention for Generative Replay in Continual Learning

In this work, we improve the generative replay in a continual learning setting to perform well on challenging scenarios. Because of the growing complexity of continual learning tasks, it is becoming more popular, to apply the generative replay technique in the feature space instead of image space. N...

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Principais autores: Valeriya Khan, Sebastian Cygert, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2024-01-01
Serija:IEEE Access
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Online dostop:https://ieeexplore.ieee.org/document/10474374/
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