"class incremental learning" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping

Guannan Lai, Yujie Li, Xiangkun Wang et al.

CVPR 2025posterarXiv:2502.20032
6
citations

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

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

ICLR 2025posterarXiv:2501.13198
26
citations

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman et al.

ECCV 2024posterarXiv:2407.12188
4
citations

Defying Imbalanced Forgetting in Class Incremental Learning

Shixiong Xu, Gaofeng Meng, Xing Nie et al.

AAAI 2024paperarXiv:2403.14910

Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning

Authors: Jiang-Tian Zhai, Xialei Liu, Lu Yu et al.

AAAI 2024paperarXiv:2312.12722
13
citations