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计算实验方法的溯源、现状与展望 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 2, 页码: 246-271
Authors:  薛霄;  于湘凝;  周德雨;  彭超;  王晓;  周长兵;  王飞跃
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计算实验  人工社会  多主体建模  实验设计  路线图  
平行智能与CPSS:三十年发展的回顾与展望 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 614-634
Authors:  杨静;  王晓;  王雨桐;  刘忠民;  李小双;  王飞跃
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社会物理信息系统  平行智能  人工系统  计算实验  平行执行  
基于形态的具身智能研究:历史回顾与前沿进展 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 6, 页码: 1131-1154
Authors:  刘华平;  郭迪;  孙富春;  张新钰
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具身智能  形态智能  形态计算  形态控制  形态-控制协同优化  
从基础智能到通用智能:基于大模型的GenAI和AGI之现状与展望 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 674-687
Authors:  缪青海;  王兴霞;  杨静;  赵勇;  王雨桐;  陈圆圆;  田永林;  俞怡;  林懿伦;  鄢然;  马嘉琪;  那晓翔;  王飞跃
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生成式人工智能  大语言模型  基础模型  通用人工智能  基础智能  平行智能  Sora  
Automation and Orchestration of Zero Trust Architecture: Potential Solutions and Challenges 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 294-317
Authors:  Yang Cao;  Shiva Raj Pokhrel;  Ye Zhu;  Robin Doss;  Gang Li
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Zero trust architecture, cyber security, artificial intelligence, access control, authentication  
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  
Region-adaptive Concept Aggregation for Few-shot Visual Recognition 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 554-568
Authors:  Mengya Han;  Yibing Zhan;  Baosheng Yu;  Yong Luo;  Han Hu;  Bo Du;  Yonggang Wen;  Dacheng Tao
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Few-shot learning, metric-based meta learning, concept learning, region-adaptive, concept-aggregation  
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
Authors:  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
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Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
Authors:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
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Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Masked Vision-language Transformer in Fashion 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 421-434
Authors:  Ge-Peng Ji;  Mingchen Zhuge;  Dehong Gao;  Deng-Ping Fan;  Christos Sakaridis;  Luc Van Gool
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Vision-language, masked image reconstruction, transformer, fashion, e-commercial