Continual Learning of New Sound Classes Using Generative Replay

2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) ◽

10.1109/waspaa.2019.8937236 ◽

2019 ◽

Author(s):

Zhepei Wang ◽

Cem Subakan ◽

Efthymios Tzinis ◽

Paris Smaragdis ◽

Laurent Charlin

Keyword(s):

Continual Learning

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Continual Learning in a Multi-Layer Network of an Electric Fish

SSRN Electronic Journal ◽

10.2139/ssrn.3393520 ◽

2019 ◽

Author(s):

Salomon Z. Muller ◽

Abigail Zadina ◽

L.F. Abbott ◽

Nate Sawtell

Keyword(s):

Electric Fish ◽

Continual Learning

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Streaming Graph Neural Networks via Continual Learning

Proceedings of the 29th ACM International Conference on Information & Knowledge Management ◽

10.1145/3340531.3411963 ◽

2020 ◽

Author(s):

Junshan Wang ◽

Guojie Song ◽

Yi Wu ◽

Liang Wang

Keyword(s):

Neural Networks ◽

Graph Neural Networks ◽

Continual Learning

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Continual learning via inter-task synaptic mapping

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106947 ◽

2021 ◽

pp. 106947

Author(s):

Mao Fubing ◽

Weng Weiwei ◽

Mahardhika Pratama ◽

Edward Yapp Kien Yee

Keyword(s):

Continual Learning

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An Intelligent Transient Stability Assessment Framework with Continual Learning Ability

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3064052 ◽

2021 ◽

pp. 1-1

Author(s):

Xin Li ◽

Zeguo Yang ◽

Panfeng Guo ◽

Jiangzhou Cheng

Keyword(s):

Transient Stability ◽

Learning Ability ◽

Stability Assessment ◽

Assessment Framework ◽

Continual Learning

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ACAE-REMIND for Online Continual Learning with Compressed Feature Replay

Pattern Recognition Letters ◽

10.1016/j.patrec.2021.06.025 ◽

2021 ◽

Author(s):

Kai Wang ◽

Joost van de Weijer ◽

Luis Herranz

Keyword(s):

Continual Learning

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The Present and Future of Continual Learning

2020 International Conference on Information and Communication Technology Convergence (ICTC) ◽

10.1109/ictc49870.2020.9289549 ◽

2020 ◽

Author(s):

Heechul Bae ◽

Soonyong Song ◽

Junhee Park

Keyword(s):

Continual Learning

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A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3057453 ◽

2021 ◽

pp. 1-13

Author(s):

Qicheng Lao ◽

Xiang Jiang ◽

Mohammad Havaei ◽

Yoshua Bengio

Keyword(s):

Learning System ◽

Continual Learning

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MetaplasticNet: Architecture with Probabilistic Metaplastic Synapses for Continual Learning

2021 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas51556.2021.9401262 ◽

2021 ◽

Author(s):

Fatima Tuz Zohora ◽

Vedant Karia ◽

Anurag Reddy Daram ◽

Abdullah M. Zyarah ◽

Dhireesha Kudithipudi

Keyword(s):

Continual Learning

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Continual learning classification method with constant-sized memory cells based on the artificial immune system

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106673 ◽

2021 ◽

Vol 213 ◽

pp. 106673

Author(s):

Dong Li ◽

Shulin Liu ◽

Furong Gao ◽

Xin Sun

Keyword(s):

Immune System ◽

Artificial Immune System ◽

Classification Method ◽

Memory Cells ◽

Artificial Immune ◽

Continual Learning

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Self-Adjusting k Nearest Neighbors for Continual Learning from Multi-Label Drifting Data Streams

Neurocomputing ◽

10.1016/j.neucom.2021.02.032 ◽

2021 ◽

Author(s):

Martha Roseberry ◽

Bartosz Krawczyk ◽

Youcef Djenouri ◽

Alberto Cano

Keyword(s):

Data Streams ◽

Nearest Neighbors ◽

K Nearest Neighbors ◽

Continual Learning

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