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31 May 2024
SERC
Singapore Institute of Manufacturing Technology
Cross-domain continual learning via CLAMP
Weiwei Weng,
Mahardhika Pratama,
Jie Zhang,
Chen Chen,
Edward Yapp Kien Yie,
Ramasamy Savitha
Information Sciences
5 May 2023
SERC
Institute for Infocomm Research
Class-Incremental Learning on Multivariate Time Series Via Shape-Aligned Temporal Distillation
Zhongzheng Qiao,
Minghui Hu,
Xudong Jiang,
Ponnuthurai Nagaratnam Suganthan,
Ramasamy Savitha
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
3 Nov 2022
SERC
Institute for Infocomm Research
Unsupervised Generative Variational Continual Learning
Liu Guimeng,
Guo Yang,
Cheryl Wong Sze Yin,
Ponnuthurai Nagartnam Suganathan,
Ramasamy Savitha
2022 IEEE International Conference on Image Processing (ICIP)
22 Dec 2020
SERC
Institute for Infocomm Research
A Bayesian Approach for Continual Learning in Clinical Time Series
Yang Guo,
Cheryl Sze Yin Wong,
Ramasamy Savitha
NeurIPS Machine Learning for Health (ML4H) 2020
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