arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

International Joint Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2026-01-14 至 2026-01-14 共收录 1
2601.08519 2026-01-14 cs.CV cs.AI

CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning

CD²:约束数据集蒸馏用于少样本类增量学习

Kexin Bao, Daichi Zhang, Hansong Zhang, Yong Li, Yutao Yue, Shiming Ge

机构 * Institute of Information Engineering, Chinese Academy of Sciences(中国科学院信息工程研究所) School of Cyber Security, University of Chinese Academy of Sciences(中国科学院大学网络安全学院) Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))

AI总结 CD²通过约束数据集蒸馏方法,在少样本类增量学习中有效缓解灾难性遗忘问题,提升模型对先前知识的保留能力。

Journal ref International Joint Conferences on Artificial Intelligence (IJCAI) 2025

详情

展开后加载摘要…

URL PDF HTML 收藏