Zhou, Da-Wei

18 publications

IJCAI 2025 A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models Da-Wei Zhou, Han-Jia Ye

MLJ 2025 Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning Zhi-Hong Qi, Da-Wei Zhou, Yiran Yao, Han-Jia Ye, De-Chuan Zhan

ICML 2025 Addressing Imbalanced Domain-Incremental Learning Through Dual-Balance Collaborative Experts Lan Li, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

CVPR 2025 Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou, Zi-Wen Cai, Han-Jia Ye, Lijun Zhang, De-Chuan Zhan

ICCV 2025 External Knowledge Injection for CLIP-Based Class-Incremental Learning Da-Wei Zhou, Kai-Wen Li, Jingyi Ning, Han-Jia Ye, Lijun Zhang, De-Chuan Zhan

ICCV 2025 Integrating Task-Specific and Universal Adapters for Pre-Trained Model-Based Class-Incremental Learning Yan Wang, Da-Wei Zhou, Han-Jia Ye

AAAI 2025 MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning Hai-Long Sun, Da-Wei Zhou, Hanbin Zhao, Le Gan, De-Chuan Zhan, Han-Jia Ye

ICML 2025 Parrot: Multilingual Visual Instruction Tuning Hai-Long Sun, Da-Wei Zhou, Yang Li, Shiyin Lu, Chao Yi, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye

CVPR 2025 Task-Agnostic Guided Feature Expansion for Class-Incremental Learning Bowen Zheng, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

IJCAI 2024 Continual Learning with Pre-Trained Models: A Survey Da-Wei Zhou, Hai-Long Sun, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan

CVPR 2024 Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou, Hai-Long Sun, Han-Jia Ye, De-Chuan Zhan

ICML 2024 Multi-Layer Rehearsal Feature Augmentation for Class-Incremental Learning Bowen Zheng, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

ICLR 2023 BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion Fu-Yun Wang, Da-Wei Zhou, Liu Liu, Han-Jia Ye, Yatao Bian, De-Chuan Zhan, Peilin Zhao

ICLR 2023 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning Da-Wei Zhou, Qi-Wei Wang, Han-Jia Ye, De-Chuan Zhan

NeurIPS 2023 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Qi-Wei Wang, Da-Wei Zhou, Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

ECCV 2022 FOSTER: Feature Boosting and Compression for Class-Incremental Learning Fu-Yun Wang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

CVPR 2022 Forward Compatible Few-Shot Class-Incremental Learning Da-Wei Zhou, Fu-Yun Wang, Han-Jia Ye, Liang Ma, Shiliang Pu, De-Chuan Zhan

CVPR 2021 Learning Placeholders for Open-Set Recognition Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan