Machine Intelligence Research
MIR 2024年第五期已于10月正式出版，11篇最新好文免费下载，欢迎阅读！
综述
Autonomy Evaluation of Unmanned Systems Based on Task Models
Yi Zou, Zehao Ni, Xun Lei, Chi Zhang
https://link.springer.com/article/10.1007/s11633-023-1462-4
https://www.mi-research.net/article/doi/10.1007/s11633-023-1462-4综述
A Survey of Synthetic Data Augmentation Methods in Machine Vision
Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar
https://link.springer.com/article/10.1007/s11633-022-1411-7
https://www.mi-research.net/article/doi/10.1007/s11633-022-1411-7研究论文
Unified Classification and Rejection: A One-versus-all Framework
Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu
https://link.springer.com/article/10.1007/s11633-024-1514-4
https://www.mi-research.net/article/doi/10.1007/s11633-024-1514-4研究论文
MOSS: An Open Conversational Large Language Model
Tianxiang Sun, Xiaotian Zhang, Zhengfu He, Peng Li, Qinyuan Cheng, Xiangyang Liu, Hang Yan, Yunfan Shao, Qiong Tang, Shiduo Zhang, Xingjian Zhao, Ke Chen, Yining Zheng, Zhejian Zhou, Ruixiao Li, Jun Zhan, Yunhua Zhou, Linyang Li, Xiaogui Yang, Lingling Wu, Zhangyue Yin, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
https://link.springer.com/article/10.1007/s11633-024-1502-8
https://www.mi-research.net/article/doi/10.1007/s11633-024-1502-8
中文导读：
研究论文
Tuning Synaptic Connections Instead of Weights by Genetic Algorithm in Spiking Policy Network
Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Qingyu Wang, Bo Xu
https://link.springer.com/article/10.1007/s11633-023-1481-1
https://www.mi-research.net/article/doi/10.1007/s11633-023-1481-1
研究论文
A New Generation of Rules-based Approach: Mivar-based Intelligent Planning of Robot Actions (MIPRA) and Brains for Autonomous Robots
Oleg Varlamov, Dmitry Aladin
https://link.springer.com/article/10.1007/s11633-023-1473-1
https://www.mi-research.net/article/doi/10.1007/s11633-023-1473-1
研究论文
One-shot Face Reenactment with Dense Correspondence Estimation
Yunfan Liu, Qi Li, Zhenan Sun
https://link.springer.com/article/10.1007/s11633-023-1433-9
https://www.mi-research.net/article/doi/10.1007/s11633-023-1433-9
研究论文
Task-specific Part Discovery for Fine-grained Few-shot Classification
Yongxian Wei, Xiu-Shen Wei
https://link.springer.com/article/10.1007/s11633-023-1451-7
https://www.mi-research.net/article/doi/10.1007/s11633-023-1451-7
研究论文
Self-attention Guidance Based Crowd Localization and Counting
Zhouzhou Ma, Guanghua Gu, Wenrui Zhao
https://link.springer.com/article/10.1007/s11633-023-1428-6
https://www.mi-research.net/article/doi/10.1007/s11633-023-1428-6
研究论文
AHLNet: Adaptive Multihead Structure and Lightweight Feature Pyramid Network for Detection of Live Working in Substations
Mengle Peng, Xiaoyong Jiang, Langyue Huang, Zhongyi Li, Haiteng Wu, Xiaotang Geng
https://link.springer.com/article/10.1007/s11633-023-1427-7
https://www.mi-research.net/article/doi/10.1007/s11633-023-1427-7
研究论文
Automatic Requirement Dependency Extraction Based on Integrated Active Learning Strategies
Hui Guan, Guorong Cai, Hang Xu
https://link.springer.com/article/10.1007/s11633-023-1420-1
https://www.mi-research.net/article/doi/10.1007/s11633-023-1420-1
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关于Machine Intelligence Research
Machine Intelligence Research（简称MIR，原刊名International Journal of Automation and Computing）由中国科学院自动化研究所主办，于2022年正式出版。MIR立足国内、面向全球，着眼于服务国家战略需求，刊发机器智能领域最新原创研究性论文、综述、评论等，全面报道国际机器智能领域的基础理论和前沿创新研究成果，促进国际学术交流与学科发展，服务国家人工智能科技进步。期刊入选"中国科技期刊卓越行动计划"，已被ESCI、EI、Scopus、中国科技核心期刊、CSCD等20余家国际数据库收录，入选图像图形领域期刊分级目录-T2级知名期刊。2022年首个CiteScore分值在计算机科学、工程、数学三大领域的八个子方向排名均跻身Q1区，最佳排名挺进Top 4%，2023年CiteScore分值继续跻身Q1区。2024年获得首个影响因子(IF) 6.4，位列人工智能及自动化&控制系统两个领域JCR Q1区。
