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Zhen Cheng
Zhen Cheng
Institute of Automation of Chinese Academy of Sciences
Verified email at ia.ac.cn
Title
Cited by
Cited by
Year
Class-incremental learning via dual augmentation
F Zhu, Z Cheng, XY Zhang, C Liu
Advances in Neural Information Processing Systems 34, 14306-14318, 2021
1202021
Rethinking confidence calibration for failure prediction
F Zhu, Z Cheng, XY Zhang, CL Liu
European Conference on Computer Vision, 518-536, 2022
202022
Openmix: Exploring outlier samples for misclassification detection
F Zhu, Z Cheng, XY Zhang, CL Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
152023
Adversarial training with distribution normalization and margin balance
Z Cheng, F Zhu, XY Zhang, CL Liu
Pattern Recognition 136, 109182, 2023
142023
Average of pruning: Improving performance and stability of out-of-distribution detection
Z Cheng, F Zhu, XY Zhang, CL Liu
arXiv preprint arXiv:2303.01201, 2023
72023
Towards trustworthy dataset distillation
S Ma, F Zhu, Z Cheng, XY Zhang
arXiv preprint arXiv:2307.09165, 2023
42023
Open-world machine learning: A review and new outlooks
F Zhu, S Ma, Z Cheng, XY Zhang, Z Zhang, CL Liu
arXiv preprint arXiv:2403.01759, 2024
32024
Unified Classification and Rejection: A One-versus-All Framework
Z Cheng, XY Zhang, CL Liu
arXiv preprint arXiv:2311.13355, 2023
22023
Imitating the oracle: Towards calibrated model for class incremental learning
F Zhu, Z Cheng, XY Zhang, CL Liu
Neural Networks 164, 38-48, 2023
22023
Rethinking confidence calibration for failure prediction
F Zhu, Z Cheng, XY Zhang, CL Liu
arXiv preprint arXiv:2303.02970, 2023
22023
Revisiting Confidence Estimation: Towards Reliable Failure Prediction
F Zhu, XY Zhang, Z Cheng, CL Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
12023
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