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Continual Learning Through One-Class Classification Using Vae

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IEEE ICASSP 2020 Virtual Conference May 2020

Artificial neural networks (ANNs) suffer from catastrophic forgetting, a sharp decrease in performance on previously learned tasks, when trained on a new task without constant rehearsal. In this paper, we propose a new method for overcoming this phenomeno

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Continual Learning Through One-Class Classification Using Vae

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Artificial neural networks (ANNs) suffer from catastrophic forgetting, a sharp decrease in performance on previously learned tasks, when trained on a new task without constant rehearsal. In this paper, we propose a new method for overcoming this phenomeno