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Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1284-1295
作者:  Yang, Han;  Wang, Qiuli;  Zhang, Yue;  An, Zhulin;  Liu, Chen;  Zhang, Xiaohong;  Zhou, S. Kevin
收藏  |  浏览/下载：3/0  |  提交时间：2024/12/06
Lung nodules segmentation  uncertainty  multiple annotations  computed tomography  
Synthesizing Knowledge-Enhanced Features for Real-World Zero-Shot Food Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1285-1298
作者:  Zhou, Pengfei;  Min, Weiqing;  Song, Jiajun;  Zhang, Yang;  Jiang, Shuqiang
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Semantics  Feature extraction  Visualization  Annotations  Correlation  Training  Task analysis  Food detection  zero-shot detection  food computing  object detection  zero-shot learning  
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5561-5578
作者:  Gao, Difei;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：15/0  |  提交时间：2023/12/04
Visualization  Task analysis  Tail  Head  Annotations  Magnetic heads  Mouth  Visual question answering  compositional reasoning  commonsense reasoning  dataset construction  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning  
BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4921-4934
作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：15/0  |  提交时间：2023/12/04
Annotations  Semantic segmentation  Training  Task analysis  Head  Semantics  Costs  Scribble-supervised  weakly supervised  semantic segmentation  
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 6, 页码: 3154-3169
作者:  Xu, Qianqian;  Yang, Zhiyong;  Jiang, Yangbangyan;  Cao, Xiaochun;  Yao, Yuan;  Huang, Qingming
收藏  |  浏览/下载：33/0  |  提交时间：2022/12/07
Noise measurement  Annotations  Task analysis  Predictive models  Robustness  Visualization  Training  Subjective visual property (SVP)  robustness  outlier detection  probabilistic model  
Semi-Supervised Natural Face De-Occlusion 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 1044-1057
作者:  Cai, Jiancheng;  Han, Hu;  Cui, Jiyun;  Chen, Jie;  Liu, Li;  Zhou, S. Kevin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Faces  Face recognition  Generators  Training  Task analysis  Shape  Annotations  Natural face de-occlusion  occlusion-aware  generative adversarial networks  alternating training