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Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation

机译：通过对抗性神经修剪和突触巩固克服长期灾难性遗忘

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Jian Peng; Bo Tang; Hao Jiang; Zhuo Li; Yinjie Lei; Tao Lin; Haifeng Li;
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1. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning [J] . Yao Xin, Huang Tianchi, Wu Chenglei, Neural computation . 2019,第11期

机译：对抗特征对齐：避免在渐进式任务终身学习中进行灾难性遗忘
2. Overcoming Catastrophic Forgetting with Hard Attention to the Task [J] . Joan Serra, Didac Suris, Marius Miron, JMLR: Workshop and Conference Proceedings . 2018,第2010期

机译：克服灾难性遗忘，很难注意这项任务
3. Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting [J] . Zeke Xie, Fengxiang He, Shaopeng Fu, Neural computation . 2021,第8期

机译：深度学习的人工神经变异：过度装备，噪音记忆和灾难性遗忘
4. Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation [C] . Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, Conference on the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . 2019

机译：克服神经机器翻译领域自适应过程中的灾难性遗忘
5. Gibbs Pruning: A Framework for Structured and Unstructured Neural Network Pruning [D] . Labach, Alexander Jacob. 2020

机译：Gibbs修剪：结构化和非结构化神经网络修剪的框架
6. Overcoming catastrophic forgetting in neural networks [O] . James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, 2017

机译：克服神经网络中的灾难性遗忘
7. Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks [O] . Irene Munoz-Martin, Stefano Bianchi, Giacomo Pedretti, 2019

机译：无人监督的学习克服神经网络中的灾难性遗忘

Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation

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