Xinlei Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Image Segmentations

Misclassification Rate

Supervised Learning

Top Venues

ISPA/BDCloud/SocialCom/SustainCom

Publications

Tianlun Zhang, Xinlei Zhou, Debby D. Wang, Xizhao Wang
Feature similarity learning based on fuzziness minimization for semi-supervised medical image segmentation. Inf. Fusion 106 (2024)
Yuanyuan Yi, Kai Cui, Minghua Xu, Lingzhi Yi, Kun Yi, Xinlei Zhou, Shenghao Liu, Gefei Zhou
A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks. Connect. Sci. 36 (1) (2024)
Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang, Q. M. Jonathan Wu
A Review of Generalized Zero-Shot Learning Methods. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Zhenkun Jin, Shuai Huang, Xin Nie, Xinlei Zhou, Yuanyuan Yi, Gefei Zhou
Contrastive Learning-Based Generic Audio-to-Lyrics Alignment. ISPA/BDCloud/SocialCom/SustainCom (2023)
Ma Tian, Shi Yan, Xinlei Zhou, Qin Xue
Semi-Supervised Tooth Lesion Segmentation Algorithm based on Generative Adversarial Network. ICSPCC (2023)
Zhenkun Jin, Xingshi Wan, Xin Nie, Xinlei Zhou, Yuanyuan Yi, Gefei Zhou
Ranking on Heterogeneous Manifold for Multimodal Information Retrieval. ISPA/BDCloud/SocialCom/SustainCom (2023)
Xinlei Zhou, Sudong Chen, Nianjiao Peng, Xinpeng Zhou, Xizhao Wang
Uncertainty guided pruning of classification model tree. Knowl. Based Syst. 259 (2023)
Xinlei Zhou, Han Liu, Farhad Pourpanah, Tieyong Zeng, Xizhao Wang
A survey on epistemic (model) uncertainty in supervised learning: Recent advances and applications. Neurocomputing 489 (2022)
Tian Ma, Ming Guo, Zhenhua Yu, Yanping Chen, Xincheng Ren, Runtao Xi, Yuancheng Li, Xinlei Zhou
RetinexGAN: Unsupervised Low-Light Enhancement With Two-Layer Convolutional Decomposition Networks. IEEE Access 9 (2021)
Xinlei Zhou, Han Liu, Farhad Pourpanah, Tieyong Zeng, Xizhao Wang
A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications. CoRR (2021)
Xinlei Zhou, Xizhao Wang, Cong Hu, Ran Wang
An analysis on the relationship between uncertainty and misclassification rate of classifiers. Inf. Sci. 535 (2020)
Farhad Pourpanah, Moloud Abdar, Yuxuan Luo, Xinlei Zhou, Ran Wang, Chee Peng Lim, Xi-Zhao Wang
A Review of Generalized Zero-Shot Learning Methods. CoRR (2020)
Dasen Yan, Xinlei Zhou, Xizhao Wang, Ran Wang
An off-center technique: Learning a feature transformation to improve the performance of clustering and classification. Inf. Sci. 503 (2019)
Xinlei Zhou, Dasen Yan
Model tree pruning. Int. J. Mach. Learn. Cybern. 10 (12) (2019)