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Da-Wei Zhou
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Year
Learning Placeholders for Open-Set Recognition
DW Zhou, HJ Ye, DC Zhan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1832021
Forward compatible few-shot class-incremental learning
DW Zhou, FY Wang, HJ Ye, L Ma, S Pu, DC Zhan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1402022
Foster: Feature boosting and compression for class-incremental learning
FY Wang, DW Zhou, HJ Ye, DC Zhan
European conference on computer vision, 398-414, 2022
1372022
Deep class-incremental learning: A survey
DW Zhou, QW Wang, ZH Qi, HJ Ye, DC Zhan, Z Liu
arXiv preprint arXiv:2302.03648, 2023
782023
Adaptive deep models for incremental learning: Considering capacity scalability and sustainability
Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
632019
Few-shot class-incremental learning by sampling multi-phase tasks
DW Zhou, HJ Ye, L Ma, D Xie, S Pu, DC Zhan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
622022
A model or 603 exemplars: Towards memory-efficient class-incremental learning
DW Zhou, QW Wang, HJ Ye, DC Zhan
The Eleventh International Conference on Learning Representations, 2023
592023
Co-transport for class-incremental learning
DW Zhou, HJ Ye, DC Zhan
Proceedings of the 29th ACM International Conference on Multimedia, 1645-1654, 2021
442021
Pycil: A python toolbox for class-incremental learning
DW Zhou, FY Wang, HJ Ye, DC Zhan
Science China Information Sciences 66 (9), 197101, 2023
382023
Learning to Classify with Incremental New Class
DW Zhou, Y Yang, DC Zhan
IEEE Transactions on Neural Networks and Learning Systems, 2021
382021
Beef: Bi-compatible class-incremental learning via energy-based expansion and fusion
FY Wang, DW Zhou, L Liu, HJ Ye, Y Bian, DC Zhan, P Zhao
The Eleventh International Conference on Learning Representations, 2023
242023
Revisiting class-incremental learning with pre-trained models: Generalizability and adaptivity are all you need
DW Zhou, HJ Ye, DC Zhan, Z Liu
arXiv preprint arXiv:2303.07338, 2023
192023
Rf-badge: Vital sign-based authentication via rfid tag array on badges
J Ning, L Xie, C Wang, Y Bu, F Xu, DW Zhou, S Lu, B Ye
IEEE Transactions on Mobile Computing, 2021
162021
Cost-effective incremental deep model: Matching model capacity with the least sampling
Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (4), 3575-3588, 2021
112021
Learning without forgetting for vision-language models
DW Zhou, Y Zhang, J Ning, HJ Ye, DC Zhan, Z Liu
arXiv preprint arXiv:2305.19270, 2023
102023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
QW Wang, DW Zhou, YK Zhang, DC Zhan, HJ Ye
Neural Information Processing Systems (NeurIPS), 2023
62023
Detecting Sequentially Novel Classes with Stable Generalization Ability
DW Zhou, Y Yang, DC Zhan
PAKDD (1), 371-382, 2021
62021
Contextualizing Meta-Learning via Learning to Decompose
HJ Ye, DW Zhou, L Hong, Z Li, XS Wei, DC Zhan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
52023
Pilot: A pre-trained model-based continual learning toolbox
HL Sun, DW Zhou, HJ Ye, DC Zhan
arXiv preprint arXiv:2309.07117, 2023
52023
Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation
YK Zhang, DW Zhou, HJ Ye, DC Zhan
Proc. Interspeech 2022, 531-535, 2022
32022
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