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视觉语言导航研究进展 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 1-14
Authors:  司马双霖;  黄岩;  何科技;  安东;  袁辉;  王亮
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视觉语言导航  视觉语言理解  跨模态匹配  具身智能  
基于边缘特征增强的任意形状文本检测网络 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 1019-1030
Authors:  白鹤翔;  王浩然
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场景文本检测  任意形状  边缘区域  浅层特征  渐进尺度扩张网络  
基于RAGAN的工业过程运行指标前馈−反馈多步校正 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 999-1009
Authors:  杨宇晴;  王德睿;  丁进良
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复杂工业过程  运行优化  多步校正  注意力机制  前馈-反馈校正  
基于大语言模型的复杂任务自主规划处理框架 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 862-872
Authors:  秦龙;  武万森;  刘丹;  胡越;  尹全军;  阳东升;  王飞跃
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大语言模型  工具调用  多步推理  深度学习  
面向复杂工业过程的虚拟样本生成综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 688-718
Authors:  汤健;  崔璨麟;  夏恒;  乔俊飞
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复杂工业过程  虚拟样本生成  数据驱动建模  样本覆盖区域  
融合知识的多视图属性网络异常检测模型 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 8, 页码: 1732-1744
Authors:  杜航原;  曹振武;  王文剑;  白亮
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属性网络  异常检测  图神经网络  知识融合  多视图学习  
基于语境辅助转换器的图像标题生成算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1889-1903
Authors:  连政;  王瑞;  李海昌;  姚辉;  胡晓惠
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图像标题生成  注意力机制  转换器  视觉连贯性  
Text Difficulty Study: Do Machines Behave the Same as Humans Regarding Text Difficulty? 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 283-293
Authors:  Bowen Chen;  Xiao Ding;  Yi Zhao;  Bo Fu;  Tingmao Lin;  Bing Qin;  Ting Liu
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Cognition inspired natural language processing, psycholinguistics, explainability, text difficulty, curriculum learning  
GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 272-282
Authors:  Jing Hu;  Lingfei Wu;  Yu Chen;  Po Hu;  Mohammed J. Zaki
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Conversational machine comprehension (MC), reading comprehension, question answering, graph neural networks (GNNs), natural language processing (NLP)  
Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
Authors:  Bo-Jing Feng;  Xi Cheng;  Hao-Nan Xu;  Wen-Fang Xue
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Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning