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ComCo: Complementary supervised contrastive learning for complementary label learning 期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 44-56
作者:  Jiang, Haoran;  Sun, Zhihao;  Tian, Yingjie
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Complementary label learning  Weakly supervised learning  Contrastive learning  Machine learning  Representation learning  
Positive-Unlabeled Learning With Label Distribution Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15345-15363
作者:  Jiang, Yangbangyan;  Xu, Qianqian;  Zhao, Yunrui;  Yang, Zhiyong;  Wen, Peisong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Estimation  Stochastic processes  Optimization  Computer science  Predictive models  Information processing  Fasteners  Positive-unlabeled learning  weakly supervised learning  binary classification  
A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 卷号: 24, 期号: 22, 页码: 28
作者:  Wu, Hao;  Niyogisubizo, Jovial;  Zhao, Keliang;  Meng, Jintao;  Xi, Wenhui;  Li, Hongchang;  Pan, Yi;  Wei, Yanjie
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
cell detection  cell tracking  deep learning  weakly supervised learning  iPS cell reprogramming  brightfield microscopy  
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：11/0  |  提交时间：2023/12/04
Annotations  Semantic segmentation  Training  Task analysis  Head  Semantics  Costs  Scribble-supervised  weakly supervised  semantic segmentation  
SPA2Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5779-5793
作者:  Chen, Dong;  Pan, Xingjia;  Tang, Fan;  Dong, Weiming;  Xu, Changsheng
收藏  |  浏览/下载：5/0  |  提交时间：2024/05/20
High-order self-correlation  class activation map  structure preservation  weakly supervised object localization  
Learning pseudo labels for semi-and-weakly supervised semantic segmentation 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 10
作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Semi -supervised  Weakly supervised  Semi -and -weakly supervised  Semantic segmentation  Pseudo label  Self-training  
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem? 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6695-6714
作者:  Ma, Jun;  Zhang, Yao;  Gu, Song;  Zhu, Cheng;  Ge, Cheng;  Zhang, Yichi;  An, Xingle;  Wang, Congcong;  Wang, Qiyuan;  Liu, Xin;  Cao, Shucheng;  Zhang, Qi;  Liu, Shangqing;  Wang, Yunpeng;  Li, Yuhui;  He, Jian;  Yang, Xiaoping
收藏  |  浏览/下载：33/0  |  提交时间：2022/12/07
Benchmark testing  Liver  Image segmentation  Biological systems  Pancreas  Computed tomography  Kidney  Multi-organ segmentation  generalization  semi-supervised learning  weakly supervised learning  continual learning  
Weakly Supervised Anomaly Detection in Videos Considering the Openness of Events 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:  Zhang, Chen;  Li, Guorong;  Xu, Qianqian;  Zhang, Xinfeng;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Anomaly detection  Videos  Open data  Data models  Training  Feature extraction  Predictive models  Anomaly detection  surveillance videos  openness  meta-learning  
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
Weakly Supervised Framework for Cancer Region Detection of Hepatocellular Carcinoma in Whole-Slide Pathologic Images Based on Multiscale Attention Convolutional Neural Network 期刊论文
AMERICAN JOURNAL OF PATHOLOGY, 2022, 卷号: 192, 期号: 3, 页码: 553-563
作者:  Diao, Songhui;  Tian, Yinli;  Hu, Wanming;  Hou, Jiaxin;  Lambo, Ricardo;  Zhang, Zhicheng;  Xie, Yaoqin;  Nie, Xiu;  Zhang, Fa;  Racoceanu, Daniel;  Qin, Wenjian
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07