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自监督学习的单幅透射图像恢复 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 219-228
Authors:  徐金东;  马咏莉;  梁宗宝;  倪梦莹
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特征提取  透射去除  图像恢复  自监督  生成对抗网络  
深度对比学习综述 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 15-39
Authors:  张重生;  陈杰;  李岐龙;  邓斌权;  王杰;  陈承功
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对比学习  深度学习  特征提取  自监督学习  度量学习  
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  
一种新的分段式细粒度正则化的鲁棒跟踪算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 1116-1130
Authors:  安志勇;  梁顺楷;  李博;  赵峰;  窦全胜;  相忠良
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视觉跟踪  孪生网络  细粒度正则化  组套索  
基于被动声呐音频信号的水中目标识别综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 649-673
Authors:  徐齐胜;  许可乐;  窦勇;  高彩丽;  乔鹏;  冯大为;  朱博青
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被动声呐信号  水中目标自动识别  深度学习  有监督学习  自监督学习  
Comprehensive Relation Modelling for Image Paragraph Generation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 369-382
Authors:  Xianglu Zhu;  Zhang Zhang;  Wei Wang;  Zilei Wang
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Image paragraph generation, visual relationship, scene graph, graph convolutional network (GCN), long short-term memory  
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 318-330
Authors:  Yu-Cheng Chou;  Bowen Li;  Deng-Ping Fan;  Alan Yuille;  Zongwei Zhou
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Weak annotation, detection, localization, segmentation, colonoscopy, abdomen  
A Comprehensive Overview of CFN From a Commonsense Perspective 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 239-256
Authors:  Ru Li;  Yunxiao Zhao;  Zhiqiang Wang;  Xuefeng Su;  Shaoru Guo;  Yong Guan;  Xiaoqi Han;  Hongyan Zhao
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Chinese FrameNet (CFN), commonsense, scenario commonsense, frame, knowledge  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
Authors:  Jiaqi Liu;  Guoyang Xie;  Jinbao Wang;  Shangnian Li;  Chengjie Wang;  Feng Zheng;  Yaochu Jin
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Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
Weakly Supervised Object Localization with Background Suppression Erasing for Art Authentication and Copyright Protection 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 89-103
Authors:  Chaojie Wu;  Mingyang Li;  Ying Gao;  Xinyan Xie;  Wing W. Y. Ng;  Ahmad Musyafa
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Weakly supervised object localization, erasing method, deep learning, computer vision, art authentication and copyright protection