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Journal Articles
- 2023
[j4]Tianshu Xie
, Yuhang Yang, Zilin Ding, Xuan Cheng, Xiaomin Wang, Haigang Gong, Ming Liu:
Self-Supervised Feature Enhancement: Applying Internal Pretext Task to Supervised Learning. IEEE Access 11: 1708-1717 (2023)- [j3]Jiali Deng, Haigang Gong, Xiaomin Wang, Minghui Liu, Tianshu Xie, Xuan Cheng, Ming Liu, Wanqing Huang:
Multiple independent losses scheduling: A simple training method for deep neural networks. Intell. Data Anal. 27(1): 165-180 (2023) - [j2]Minghui Liu, Meiyi Yang, Jiali Deng, Xuan Cheng, Tianshu Xie, Pan Deng, Haigang Gong, Ming Liu, Xiaomin Wang:
Feature Equilibrium: An Adversarial Training Method to Improve Representation Learning. Int. J. Comput. Intell. Syst. 16(1): 63 (2023) - 2022
- [j1]Siying Chen, Minghui Liu, Pan Deng, Jiali Deng, Yi Yuan, Xuan Cheng, Tianshu Xie, Libo Xie, Wei Zhang, Haigang Gong, Xiaomin Wang, Lifeng Xu, Hong Pu, Ming Liu:
Reinforcement Learning Based Diagnosis and Prediction for COVID-19 by Optimizing a Mixed Cost Function From CT Images. IEEE J. Biomed. Health Informatics 26(11): 5344-5354 (2022)
Conference and Workshop Papers
- 2022
- [c2]Hui Lu, Xuan Cheng, Wentao Xia, Pan Deng, Minghui Liu, Tianshu Xie, Xiaomin Wang, Ming Liu:
CyclicShift: A Data Augmentation Method For Enriching Data Patterns. ACM Multimedia 2022: 4921-4929 - 2021
- [c1]Tianshu Xie, Xuan Cheng, Xiaomin Wang, Minghui Liu, Jiali Deng, Tao Zhou, Ming Liu:
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network. ACM Multimedia 2021: 1627-1635
Informal and Other Publications
- 2021
- [i7]Tianshu Xie, Xuan Cheng, Minghui Liu, Jiali Deng, Xiaomin Wang, Ming Liu:
Thumbnail: A Novel Data Augmentation for Convolutional Neural Network. CoRR abs/2103.05342 (2021) - [i6]Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu:
Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions. CoRR abs/2103.15383 (2021) - [i5]Tianshu Xie, Minghui Liu, Jiali Deng, Xuan Cheng, Xiaomin Wang, Ming Liu:
FocusedDropout for Convolutional Neural Network. CoRR abs/2103.15425 (2021) - [i4]Xuan Cheng, Tianshu Xie, Xiaomin Wang, Jiali Deng, Minghui Liu, Ming Liu:
White Paper Assistance: A Step Forward Beyond the Shortcut Learning. CoRR abs/2106.04178 (2021) - [i3]Xuan Cheng, Tianshu Xie, Xiaomin Wang, Jiali Deng, Minghui Liu, Ming Liu:
Go Small and Similar: A Simple Output Decay Brings Better Performance. CoRR abs/2106.06726 (2021) - [i2]Tianshu Xie, Xuan Cheng, Xiaomin Wang, Minghui Liu, Jiali Deng, Ming Liu:
Feature Mining: A Novel Training Strategy for Convolutional Neural Network. CoRR abs/2107.08421 (2021) - [i1]Tianshu Xie, Xuan Cheng, Minghui Liu, Jiali Deng, Xiaomin Wang, Ming Liu:
Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency. CoRR abs/2112.00954 (2021)
Coauthor Index
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