"class incremental learning" Papers
11 papers found
Conference
Adaptive Prototype Replay for Class Incremental Semantic Segmentation
Guilin Zhu, Dongyue Wu, Changxin Gao et al.
AAAI 2025paperarXiv:2412.12669
1
citations
CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning
Qiwei Li, Jiahuan Zhou
AAAI 2025paperarXiv:2412.08929
8
citations
Confusion-Driven Self-Supervised Progressively Weighted Ensemble Learning for Non-Exemplar Class Incremental Learning
Kai Hu, Zhang Yu, Yuan Zhang et al.
NEURIPS 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking
Rong Li, Tao Deng, Siwei Feng et al.
AAAI 2025paperarXiv:2502.17483
4
citations
Enhancing Robustness in Incremental Learning with Adversarial Training
Seungju Cho, Hongsin Lee, Changick Kim
AAAI 2025paperarXiv:2312.03289
4
citations
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping
Guannan Lai, Yujie Li, Xiangkun Wang et al.
CVPR 2025arXiv: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 2025arXiv:2501.13198
34
citations
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning
Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman et al.
ECCV 2024arXiv:2407.12188
4
citations
Defying Imbalanced Forgetting in Class Incremental Learning
Shixiong Xu, Gaofeng Meng, Xing Nie et al.
AAAI 2024paperarXiv:2403.14910
4
citations
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
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection
JUNSU KIM, Hoseong Cho, Jihyeon Kim et al.
CVPR 2024highlightarXiv:2402.17323
50
citations