Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach

Author:

Pratama MahardhikaORCID,Ashfahani Andri,Lughofer Edwin

Publisher

Springer International Publishing

Reference21 articles.

1. Lecture Notes in Computer Science;R Aljundi,2018

2. Ashfahani, A., Pratama, M.: Unsupervised continual learning in streaming environments. IEEE Trans. Neural Netw. Learn. Syst., 1–12 (2022). https://doi.org/10.1109/TNNLS.2022.3163362

3. Chaudhry, A., Ranzato, M., Rohrbach, M., Elhoseiny, M.: Efficient lifelong learning with A-GEM. In: 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, 6–9 May 2019. OpenReview.net (2019). https://openreview.net/forum?id=Hkf2_sC5FX

4. Gama, J.: Knowledge Discovery from Data Streams, 1st edn. Chapman & Hall/CRC (2010)

5. Hinton, G., Vinyals, O., Dean, J.: Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 (2015). https://arxiv.org/abs/1503.02531v1

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3. Unsupervised continual learning of single-cell clustering based on novelty detection and memory replay;2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2022-12-06

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