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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
652021
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
352019
Learning to Classify with Incremental New Class
DW Zhou, Y Yang, DC Zhan
IEEE Transactions on Neural Networks and Learning Systems, 2021
122021
Co-transport for class-incremental learning
DW Zhou, HJ Ye, DC Zhan
Proceedings of the 29th ACM International Conference on Multimedia, 1645-1654, 2021
102021
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
92022
Pycil: A python toolbox for class-incremental learning
DW Zhou, FY Wang, HJ Ye, DC Zhan
arXiv preprint arXiv:2112.12533, 2021
72021
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
52021
Contextualizing multiple tasks via learning to decompose
HJ Ye, DW Zhou, L Hong, Z Li, XS Wei, DC Zhan
arXiv preprint arXiv:2106.08112, 2021
52021
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
42022
Detecting Sequentially Novel Classes with Stable Generalization Ability
DW Zhou, Y Yang, DC Zhan
PAKDD (1), 371-382, 2021
42021
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
FY Wang, DW Zhou, HJ Ye, DC Zhan
arXiv preprint arXiv:2204.04662, 2022
32022
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, 2021
22021
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning
DW Zhou, QW Wang, HJ Ye, DC Zhan
arXiv preprint arXiv:2205.13218, 2022
12022
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
2022
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