"rehearsal-free learning" Papers

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SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning

Yichen Wu, Hongming Piao, Long-Kai Huang et al.

ICLR 2025posterarXiv:2501.13198

Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning

XINYUAN GAO, Songlin Dong, Yuhang He et al.

ECCV 2024posterarXiv:2407.10281

Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning

Depeng Li, Tianqi Wang, Junwei Chen et al.

ICML 2024poster