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Han-Jia Ye
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Few-shot learning via embedding adaptation with set-to-set functions
HJ Ye, H Hu, DC Zhan, F Sha
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
938*2020
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
2882022
Learning placeholders for open-set recognition
DW Zhou, HJ Ye, DC Zhan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2572021
Class-incremental learning: A survey
DW Zhou, QW Wang, ZH Qi, HJ Ye, DC Zhan, Z Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
241*2024
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
2272022
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
1572022
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 45 (11 …, 2022
1112022
Identifying and compensating for feature deviation in imbalanced deep learning
HJ Ye, HY Chen, DC Zhan, WL Chao
arXiv preprint arXiv:2001.01385, 2020
1042020
Learning adaptive classifiers synthesis for generalized few-shot learning
HJ Ye, H Hu, DC Zhan
International Journal of Computer Vision 129 (6), 1930-1953, 2021
822021
The capacity and robustness trade-off: Revisiting the channel independent strategy for multivariate time series forecasting
L Han, HJ Ye, DC Zhan
IEEE Transactions on Knowledge and Data Engineering, 2024
782024
Decaug: Out-of-distribution generalization via decomposed feature representation and semantic augmentation
H Bai, R Sun, L Hong, F Zhou, N Ye, HJ Ye, SHG Chan, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6705-6713, 2021
782021
Pycil: A python toolbox for class-incremental learning
DW Zhou, FY Wang, HJ Ye, DC Zhan
Science China Information Sciences 66 (9), 197101, 2023
772023
Co-transport for class-incremental learning
DW Zhou, HJ Ye, DC Zhan
Proceedings of the 29th ACM International Conference on Multimedia, 1645-1654, 2021
652021
Gen-l-video: Multi-text to long video generation via temporal co-denoising
FY Wang, W Chen, G Song, HJ Ye, Y Liu, H Li
arXiv preprint arXiv:2305.18264, 2023
632023
Few-shot learning with a strong teacher
HJ Ye, L Ming, DC Zhan, WL Chao
IEEE transactions on pattern analysis and machine intelligence 46 (3), 1425-1440, 2022
572022
How to train your MAML to excel in few-shot classification
HJ Ye, WL Chao
arXiv preprint arXiv:2106.16245, 2021
552021
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, 2022
512022
What makes objects similar: A unified multi-metric learning approach
HJ Ye, DC Zhan, XM Si, Y Jiang, ZH Zhou
Advances in neural information processing systems 29, 2016
492016
Fast generalization rates for distance metric learning: Improved theoretical analysis for smooth strongly convex distance metric learning
HJ Ye, DC Zhan, Y Jiang
Machine Learning 108, 267-295, 2019
472019
Distilling cross-task knowledge via relationship matching
HJ Ye, S Lu, DC Zhan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
442020
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