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Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:  Han, Kai;  Wang, Shuhui;  Chen, Jun;  Qian, Chengxuan;  Lyu, Chongwen;  Ma, Siqi;  Qiu, Chengjian;  Sheng, Victor S.;  Huang, Qingming;  Liu, Zhe
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Noise measurement  Training  Image segmentation  Annotations  Uncertainty  Estimation  Medical diagnostic imaging  Data models  Computational modeling  Noise  Medical image segmentation  noisy label learning  uncertainty estimation  pseudo label  
Towards Effective Transportation Mode-Aware Trajectory Recovery: Heterogeneity, Personalization and Efficiency 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 4, 页码: 2832-2846
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Fang, Yuchen;  Zhang, Haichao;  Xiong, Haoyu
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Trajectory  Roads  Transportation  Global Positioning System  Feature extraction  Mobile computing  Data mining  Uncertainty  Public transportation  Social networking (online)  Location-based social networks  spatio-temporal data mining  transportation mode-aware trajectory recovery  
Uncertainty-Boosted Robust Video Activity Anticipation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 7775-7792
作者:  Qi, Zhaobo;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：32/0  |  提交时间：2025/06/25
Video activity anticipation  data uncertainty  relative uncertainty learning  robustness  
Distributed Network Telemetry With Resource Efficiency and Full Accuracy 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:  Sun, Haifeng;  Huang, Qun;  Lee, Patrick P. C.;  Bai, Wei;  Zhu, Feng;  Bao, Yungang
收藏  |  浏览/下载：71/0  |  提交时间：2024/05/20
Telemetry  Control systems  Collaboration  Monitoring  Measurement uncertainty  Data centers  Bandwidth  Network measurement  distributed systems  telemetry language  
Downstream-Pretext Domain Knowledge Traceback for Active Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 10585-10596
作者:  Zhang, Beichen;  Li, Liang;  Zha, Zheng-Jun;  Luo, Jiebo;  Huang, Qingming
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
Task analysis  Uncertainty  Annotations  Data models  Training  Visualization  Transformers  Active learning  pretext training  domain knowledge  self-supervised learning  
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 5, 页码: 1546-1562
作者:  Qiao, Pengchong;  Li, Han;  Song, Guoli;  Han, Hu;  Gao, Zhiqiang;  Tian, Yonghong;  Liang, Yongsheng;  Li, Xi;  Zhou, S. Kevin;  Chen, Jie
收藏  |  浏览/下载：79/0  |  提交时间：2023/12/04
Lesions  Image segmentation  Computed tomography  Uncertainty  Training  Predictive models  Data models  Semi-supervised learning  lesion segmentation  unreliable pseudo labels  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：93/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 6, 页码: 4317-4328
作者:  Li, Liang;  Shi, Dian;  Hou, Ronghui;  Li, Xuanheng;  Wang, Jie;  Li, Hui;  Pan, Miao
收藏  |  浏览/下载：102/0  |  提交时间：2021/12/01
Uncertainty  Optimization  Edge computing  Servers  Robustness  Processor scheduling  Internet of Things  Data-driven optimization  demand uncertainty  edge computing  resource provisioning  
Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 13
作者:  Wu, Lin;  Xu, Yongjun;  Wang, Fei
收藏  |  浏览/下载：94/0  |  提交时间：2021/12/01
uncertainty reasoning  port mining  automatic identification system  origin-destination  trajectory data  
Adaptive Measurements Using One Elastic Sketch 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2019, 卷号: 27, 期号: 6, 页码: 2236-2251
作者:  Yang, Tong;  Jiang, Jie;  Liu, Peng;  Huang, Qun;  Gong, Junzhi;  Zhou, Yang;  Miao, Rui;  Li, Xiaoming;  Uhlig, Steve
收藏  |  浏览/下载：172/0  |  提交时间：2020/12/10
Bandwidth  Task analysis  Size measurement  Measurement uncertainty  Data structures  Data centers  Sketches  network measurements  elastic  compression  generic