continual learning
關注持續學習，終身學習和永動學習。 一、持續學習（https://deepmind.com/blog/enabling-continual-learning-in-neural-networks/） 持續學習通過任務執行結果（參數學習）的增量記憶（模擬大腦），將知識應用於新的任務中。大腦的記憶分爲緩慢記憶和突出強化，重要任務的神經元連接不會被覆蓋。同理，在神經網絡中，在學習任務之後，我們計算每
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相關文章
- 1. 【Continual Learning】Encoder Based Lifelong Learning
- 2. Continual learning of context-dependent processing in neural networks
- 3. 持續學習——Continual Unsupervised Representation Learning——NeurIPS2019
- 4. 論文理解—— Disentangle-based Continual Graph Representation Learning
- 5. Continual Learning 經典方法：Memory Aware Synapses (MAS)
- 6. 臺大李宏毅PPT：什麼是 Lifelong learning, Continual Learning, Never Ending Learning, Incremental Learning，CL
- 7. 持續學習 (continual learning/ life-long learning)詳解
- 8. 論文《Unsupervised Continual Learning And Self-Taught Associative Memory Hierarchies》解讀
- 9. CVPR 2020 Workshop on Continual learning in Computer Vision 徵稿
- 10. 持續學習——Neural Topic Modeling with Continual Lifelong Learning——ICML2020