Paper "continual learning" Papers

14 papers found

Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning

Trang Nguyen, Anh Tran, Nhat Ho

AAAI 2025paperarXiv:2406.19753
2
citations

MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning

Shengbo Gu, Yu-Kun Qiu, Yu-Ming Tang et al.

AAAI 2025paperarXiv:2502.02372

MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification

Jimin Park, AHyun Ji, Minji Park et al.

AAAI 2025paperarXiv:2501.01110
9
citations

Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning

Yan Zhang, Guoqiang Wu, Bingzheng Wang et al.

AAAI 2025paperarXiv:2412.18231
1
citations

Doubly Perturbed Task Free Continual Learning

Byung Hyun Lee, Min-hwan Oh, Se Young Chun

AAAI 2024paperarXiv:2312.13027
5
citations

Interactive Visual Task Learning for Robots

Weiwei Gu, Anant Sah, N. Gopalan

AAAI 2024paperarXiv:2312.13219
7
citations

LAMM: Label Alignment for Multi-Modal Prompt Learning

Jingsheng Gao, Jiacheng Ruan, Suncheng Xiang et al.

AAAI 2024paperarXiv:2312.08212
30
citations

Learning to Prompt Knowledge Transfer for Open-World Continual Learning

Yujie Li, Xin Yang, Hao Wang et al.

AAAI 2024paperarXiv:2312.14990
23
citations

Live and Learn: Continual Action Clustering with Incremental Views

Xiaoqiang Yan, Yingtao Gan, Yiqiao Mao et al.

AAAI 2024paperarXiv:2404.07962
9
citations

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement

Fushuo Huo, Wenchao Xu, Jingcai Guo et al.

AAAI 2024paperarXiv:2303.10891
23
citations

Recall-Oriented Continual Learning with Generative Adversarial Meta-Model

Haneol Kang, Dong-Wan Choi

AAAI 2024paperarXiv:2403.03082
3
citations

Towards Continual Knowledge Graph Embedding via Incremental Distillation

Jiajun Liu, Ke Wenjun, Peng Wang et al.

AAAI 2024paperarXiv:2405.04453
39
citations

Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding

Depeng Li, Tianqi Wang, Junwei Chen et al.

AAAI 2024paperarXiv:2401.09067
8
citations

What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

XiaoHui Zhang, Jiangyan Yi, Chenglong Wang et al.

AAAI 2024paperarXiv:2312.09651
43
citations