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Jun Shu (束俊)
Jun Shu (束俊)
School of Mathematics & Statistics, Xi'an Jiaotong University
Verified email at stu.xjtu.edu.cn
Title
Cited by
Cited by
Year
Meta-weight-net: Learning an explicit mapping for sample weighting
J Shu, Q Xie, L Yi, Q Zhao, S Zhou, Z Xu, D Meng
NeurIPS 2019, 2019
8222019
Small sample learning in big data era
J Shu, Z Xu, D Meng
arXiv preprint arXiv:1808.04572, 2018
892018
Variational label enhancement
N Xu, J Shu, YP Liu, X Geng
International conference on machine learning, 10597-10606, 2020
602020
Learning to Purify Noisy Labels via Meta Soft Label Corrector
Y Wu, J Shu, Q Xie, Q Zhao, D Meng
AAAI 2021, 2020
532020
SLNL: A novel method for gene selection and phenotype classification
HH Huang, NQ Wu, Y Liang, XD Peng, J Shu
International Journal of Intelligent Systems 37 (9), 6283-6304, 2022
452022
Meta Transition Adaptation for Robust Deep Learning with Noisy Labels
J Shu, Q Zhao, Z Xu, D Meng
arXiv preprint arXiv:2006.05697, 2020
322020
Cmw-net: Learning a class-aware sample weighting mapping for robust deep learning
J Shu, X Yuan, D Meng, Z Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
272023
Learning adaptive loss for robust learning with noisy labels
J Shu, Q Zhao, K Chen, Z Xu, D Meng
arXiv preprint arXiv:2002.06482, 2020
222020
Multi-view based integrative analysis of gene expression data for identifying biomarkers
ZY Yang, XY Liu, J Shu, H Zhang, YQ Ren, ZB Xu, Y Liang
Scientific reports 9 (1), 13504, 2019
222019
Meta self-paced learning
SHU Jun, M Deyu, XU Zongben
Scientia Sinica Informationis 50 (6), 781-793, 2020
15*2020
Learning an explicit hyperparameter prediction function conditioned on tasks
J Shu, D Meng, Z Xu
Journal of Machine Learning Research, 2023
11*2023
MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks
J Shu, Y Zhu, Q Zhao, D Meng, Z Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
11*2022
Multinetwork collaborative feature learning for semisupervised person reidentification
S Zhou, J Wang, J Shu, D Meng, L Wang, N Zheng
IEEE Transactions on Neural Networks and Learning Systems 33 (9), 4826-4839, 2021
112021
Meta feature modulator for long-tailed recognition
R Wang, K Hu, Y Zhu, J Shu, Q Zhao, D Meng
arXiv preprint arXiv:2008.03428, 2020
102020
A probabilistic formulation for meta-weight-net
Q Zhao, J Shu, X Yuan, Z Liu, D Meng
IEEE Transactions on Neural Networks and Learning Systems 34 (3), 1194-1208, 2021
82021
Improve noise tolerance of robust loss via noise-awareness
K Ding, J Shu, D Meng, Z Xu
arXiv preprint arXiv:2301.07306, 2023
62023
Diagnosing batch normalization in class incremental learning
M Zhou, Q Wang, J Shu, Q Zhao, D Meng
arXiv preprint arXiv:2202.08025, 2022
52022
CMW-Net: an adaptive robust algorithm for sample selection and label correction
J Shu, X Yuan, D Meng
National Science Review 10 (6), nwad084, 2023
42023
元自步学习
束俊, 孟德宇, 徐宗本
中国科学: 信息科学 50 (6), 781-793, 2020
42020
Meta-BN Net for few-shot learning
W Gao, M Shao, J Shu, X Zhuang
Frontiers of Computer Science 17 (1), 171302, 2023
32023
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