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Deep self-cleansing for medical image segmentation with noisy labels 期刊论文
MEDICAL PHYSICS, 2025, 卷号: 52, 期号: 10, 页码: 17
作者:  Dong, Jiahua;  Zhang, Yue;  Wang, Qiuli;  Tong, Ruofeng;  Ying, Shihong;  Gong, Shaolin;  Zhang, Xuanpu;  Lin, Lanfen;  Chen, Yen-Wei;  Zhou, Shaohua Kevin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
label self-cleansing  medical image segmentation  noisy labels  
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 6083-6097
作者:  Yu, Zhipeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：34/0  |  提交时间：2024/12/06
Metric learning  noisy label  deep learning  deep learning  pair- wise loss  pair- wise loss  pair- wise loss  pair- wise loss  positive-pair selection  positive-pair selection  
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6157-6170
作者:  Zhuo, Junbao;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：58/0  |  提交时间：2024/05/20
Domain Adaptation  Uncertainty  Noisy Label  Transfer Learning  Deep Learning  
High-Resolution Land Cover Mapping Through Learning With Noise Correction 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:  Dong, Runmin;  Fang, Weizhen;  Fu, Haohuan;  Gan, Lin;  Wang, Jie;  Gong, Peng
收藏  |  浏览/下载：56/0  |  提交时间：2022/12/07
Noise measurement  Training  Task analysis  Image resolution  Satellites  Noise robustness  Image segmentation  Deep learning  high-resolution imagery  noisy label  semantic segmentation