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基于双模型交互学习的半监督医学图像分割 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 4, 页码: 805-819
Authors:  方超伟;  李雪;  李钟毓;  焦李成;  张鼎文
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半监督学习  医学图像分割  双模型交互学习  平均教师  
The Life Cycle of Knowledge in Big Language Models: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 217-238
Authors:  Boxi Cao;  Hongyu Lin;  Xianpei Han;  Le Sun
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Pre-trained language model, knowledge acquisition, knowledge representation, knowledge probing, knowledge editing, knowledge application  
Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 897-908
Authors:  Gaoxiang Li;  Xiao Hui;  Wenjing Li;  Yanlin Luo
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Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge  
YOLO-CORE: Contour Regression for Efficient Instance Segmentation 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 716-728
Authors:  Haoliang Liu;  Wei Xiong;  Yu Zhang
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Computer vision, instance segmentation, object shape prediction, contour regression, polar distance  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 249-262
Authors:  Guyue Hu;  Bin He;  Hanwang Zhang
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Prompt learning  video-language pretrained models  instructional videos  procedure understanding  knowledge distilling  
Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
Authors:  Yang Liu;  Yu-Shen Wei;  Hong Yan;  Guan-Bin Li;  Liang Lin
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Causal reasoning  visual representation learning  reliable artificial intelligence  spatial-temporal data  multi-modal analysis  
Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 89-114
Authors:  Yong Rui;  Vicente Ivan Sanchez Carmona;  Mohsen Pourvali;  Yun Xing;  Wei-Wen Yi;  Hui-Bin Ruan;  Yu Zhang
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Knowledge mining  knowledge extraction  information extraction  association rule  interpretability  
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
Authors:  Bin Yang;  Yaguo Lei;  Xiang Li;  Naipeng Li;  Asoke K. Nandi
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Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
CrossRectify: Leveraging disagreement for semi-supervised object detection 期刊论文
Pattern recognition, 2022, 卷号: 137, 页码: 109280
Authors:  Ma CC(马成丞);  Pan XJ(潘兴甲);  Ye QX(叶齐祥);  Tang F(唐帆);  Dong WM(董未名);  Xu CS(徐常胜)
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