"rehearsal-free learning" Papers

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Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning

Haoran Chen, Ping Wang, Zihan Zhou et al.

ICCV 2025arXiv:2503.07979
1
citations

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype

Qiang Wang, Yuhang He, Songlin Dong et al.

AAAI 2025paperarXiv:2503.18042
6
citations

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

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

ICLR 2025arXiv:2501.13198
34
citations

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

XINYUAN GAO, Songlin Dong, Yuhang He et al.

ECCV 2024arXiv:2407.10281
32
citations

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

Depeng Li, Tianqi Wang, Junwei Chen et al.

ICML 2024arXiv:2406.02428
3
citations