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Defu Liu
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Cited by
Year
AdvSGAN: Adversarial image Steganography with adversarial networks
L Li, M Fan, D Liu
Multimedia Tools and Applications 80 (17), 25539-25555, 2021
152021
Robust binary loss for multi-category classification with label noise
D Liu, G Yang, J Wu, J Zhao, F Lv
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
82021
Multi-category Classification with Label Noise by Robust Binary Loss
D Liu, J Zhao, J Wu, G Yang, F Lv
Neurocomputing, 2022
62022
Extending ordinary-label learning losses to complementary-label learning
D Liu, J Ning, J Wu, G Yang
IEEE Signal Processing Letters 28, 852-856, 2021
52021
Quantization-based hashing with optimal bits for efficient recommendation
Y Zhang, D Liu, G Yang, L Hu
Multimedia Tools and Applications 79, 33907-33924, 2020
42020
A convergence path to deep learning on noisy labels
D Liu, IW Tsang, G Yang
IEEE Transactions on Neural Networks and Learning Systems, 2022
32022
Gradient boosting tree for 1H-MRS Alzheimer diagnosis
D Liu, G Yang, Y Li, J Wu, F Lv
International Journal of Data Mining and Bioinformatics 23 (1), 12-29, 2020
22020
Noisy Label Learning With Provable Consistency for a Wider Family of Losses
D Liu, W Li, L Duan, IW Tsang, G Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
12023
Semi-supervised learning for breast-ultrasound image
M Zhang, G Yang, D Liu, J Wu
2nd International Conference on Artificial Intelligence, Automation, and …, 2022
12022
Simple and effective complementary label learning based on mean square error loss
C Wang, X Xu, D Liu, X Niu, S Han
Machine Vision and Applications 34 (6), 118, 2023
2023
Partial multi-label learning with cross-validation
L Kong, G Yang, D Liu, J Wu
2nd International Conference on Artificial Intelligence, Automation, and …, 2022
2022
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Articles 1–11