Memory-efficient semi-supervised continual learning: The world is its own replay buffer

J Smith, J Balloch, YC Hsu, Z Kira - 2021 International Joint …, 2021 - ieeexplore.ieee.org
Rehearsal is a critical component for class-incremental continual learning, yet it requires a
substantial memory budget. Our work investigates whether we can significantly reduce this …
被引用次数：38 相关文章

Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer

J Smith, JC Balloch, YC Hsu, Z Kira - openreview.net
Rehearsal is a critical component for class-incremental continual learning, yet it requires a
substantial memory budget. Our work investigates whether we can significantly reduce this …

Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer

J Smith, J Balloch, YC Hsu, Z Kira - arXiv preprint arXiv:2101.09536, 2021 - arxiv.org
Rehearsal is a critical component for class-incremental continual learning, yet it requires a
substantial memory budget. Our work investigates whether we can significantly reduce this …

Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer

J Smith, J Balloch, YC Hsu, Z Kira - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Rehearsal is a critical component for class-incremental continual learning, yet it requires a
substantial memory budget. Our work investigates whether we can significantly reduce this …