类别增量学习研究进展和性能评价

朱飞, 张煦尧, 刘成林 - 自动化学报, 2023 - aas.net.cn
class incremental learning aims to enable models to continuously learn new classes while
preserving … This paper provides a comprehensive overview of class incremental learning (CIL) …

持续学习: 研究综述

林钰尧, 杜飞, 杨云 - 云南大学学报(自然科学版), 2023 - yndxxb.ynu.edu.cn
… : Deep learning models are usually limited to training on a fixed dataset, and the model
catastrophic forgetting phenomenon of deep learning models. It aims to continuously expand the …

机器人持续学习进展与展望

赵超, 许杰, 陈星宇, 梅魁志, 兰旭光 - 智能科学与技术学报, 2022 - infocomm-journal.com
… Continuous learning of emergent behavior in robotic matter[J]. Proceedings of the
National … DER: dynamically expandable representation for class incremental learning[C]//Proceedings …

[HTML][HTML] 基于多智能体的数字孪生及其在工业中应用的综述

张颖伟, 高鸿瑞, 张鼎森, 冯琳, 张升阳, 毕诸明 - 2023 - kzyjc.alljournals.cn
… The primary approach of this study involves analyzing research … component field model and
a small incremental learning model. It … Joint structure preserving embedding model and its …