Meta-Consolidation for Continual Learning
Abstract
The ability to continuously learn and adapt itself to new tasks, without losing grasp of already acquired knowledge is a hallmark of biological learning systems, which current deep learning systems fall short of. In this work, we present a novel methodology for continual learning called MERLIN: Meta-Consolidation for Continual Learning.
Cite
Text
Joseph and Balasubramanian. "Meta-Consolidation for Continual Learning." Neural Information Processing Systems, 2020.Markdown
[Joseph and Balasubramanian. "Meta-Consolidation for Continual Learning." Neural Information Processing Systems, 2020.](https://mlanthology.org/neurips/2020/j2020neurips-metaconsolidation/)BibTeX
@inproceedings{j2020neurips-metaconsolidation,
title = {{Meta-Consolidation for Continual Learning}},
author = {Joseph, K J and Balasubramanian, Vineeth N},
booktitle = {Neural Information Processing Systems},
year = {2020},
url = {https://mlanthology.org/neurips/2020/j2020neurips-metaconsolidation/}
}